Toggle Poster Visibility
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Fair Off-Policy Learning from Observational Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
Learning Associative Memories with Gradient Descent
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2114
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
How Learning by Reconstruction Produces Uninformative Features For Perception
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2703
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
Ensemble Pruning for Out-of-distribution Generalization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2112
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1708
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1501
Stable Differentiable Causal Discovery
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Disparate Impact on Group Accuracy of Linearization for Private Inference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
SqueezeLLM: Dense-and-Sparse Quantization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1502
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #810
Online Cascade Learning for Efficient Inference over Streams
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Watermark Stealing in Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Optimal Coresets for Low-Dimensional Geometric Median
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Probabilistic Generating Circuits - Demystified
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
Distinguishing the Knowable from the Unknowable with Language Models
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Robust and Conjugate Gaussian Process Regression
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #102
Scale-Free Image Keypoints Using Differentiable Persistent Homology
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2103
Generalization in Kernel Regression Under Realistic Assumptions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Position: Explain to Question not to Justify
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1012
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
On dimensionality of feature vectors in MPNNs
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2417
Semantically-correlated memories in a dense associative model
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
Successor Features for Efficient Multi-Subject Controlled Text Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Auditing Private Prediction
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2707
Offline Transition Modeling via Contrastive Energy Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2401
GRATH: Gradual Self-Truthifying for Large Language Models
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2717
Leveraging (Biased) Information: Multi-armed Bandits with Offline Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
MS-TIP: Imputation Aware Pedestrian Trajectory Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2715
$\mathtt{VITS}$ : Variational Inference Thompson Sampling for contextual bandits
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Multi-View Stochastic Block Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
A2Q+: Improving Accumulator-Aware Weight Quantization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #411
Harmonizing Generalization and Personalization in Federated Prompt Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Boosting Offline Optimizers with Surrogate Sensitivity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
An Unsupervised Approach for Periodic Source Detection in Time Series
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
Network Tight Community Detection
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Multicalibration for Confidence Scoring in LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #406
Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1107
Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2812
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2808
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1304
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Trustworthy Actionable Perturbations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
Towards Theoretical Understandings of Self-Consuming Generative Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
Reflective Policy Optimization
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Testing the Feasibility of Linear Programs with Bandit Feedback
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2813
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #205
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #312
LLark: A Multimodal Instruction-Following Language Model for Music
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
Reinforcement Learning within Tree Search for Fast Macro Placement
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Fine-grained Classes and How to Find Them
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank Minimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
Predictive Performance Comparison of Decision Policies Under Confounding
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2605
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
Riemannian coordinate descent algorithms on matrix manifolds
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
Prototypical Transformer As Unified Motion Learners
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #501
Data-efficient Large Vision Models through Sequential Autoregression
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1001
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
Two Tales of Single-Phase Contrastive Hebbian Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Criterion Collapse and Loss Distribution Control
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1903
Enhancing Sufficient Dimension Reduction via Hellinger Correlation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2704
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #300
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2810
InstructSpeech: Following Speech Editing Instructions via Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #111
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
Faster Sampling via Stochastic Gradient Proximal Sampler
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
Vanilla Bayesian Optimization Performs Great in High Dimensions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2409
Attribution-based Explanations that Provide Recourse Cannot be Robust
[
JMLR]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1213
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
Graph Generation with Diffusion Mixture
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
Position: Benchmarking is Limited in Reinforcement Learning Research
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1500
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2708
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
Estimating Barycenters of Distributions with Neural Optimal Transport
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
A General Online Algorithm for Optimizing Complex Performance Metrics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
No Free Prune: Information-Theoretic Barriers to Pruning at Initialization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Towards Understanding Inductive Bias in Transformers: A View From Infinity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Robust Inverse Graphics via Probabilistic Inference
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1313
Pausing Policy Learning in Non-stationary Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #109
Drug Discovery with Dynamic Goal-aware Fragments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
Supervised Matrix Factorization: Local Landscape Analysis and Applications
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #813
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
Eluder-based Regret for Stochastic Contextual MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2306
Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2801
Completing Visual Objects via Bridging Generation and Segmentation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1507
Preventing Model Collapse in Gaussian Process Latent Variable Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
Measuring Stochastic Data Complexity with Boltzmann Influence Functions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Combining Experimental and Historical Data for Policy Evaluation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
Non-confusing Generation of Customized Concepts in Diffusion Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
Decoding-time Realignment of Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
Amortized Equation Discovery in Hybrid Dynamical Systems
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #204
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Symmetric Matrix Completion with ReLU Sampling
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
Building Socially-Equitable Public Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Non-Vacuous Generalization Bounds for Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #212
RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Faithfulness Measurable Masked Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2702
Auto-Regressive Next-Token Predictors are Universal Learners
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1704
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
No-Regret Reinforcement Learning in Smooth MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
The Illusion of State in State-Space Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #115
CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1702
Can Implicit Bias Imply Adversarial Robustness?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2106
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Truly No-Regret Learning in Constrained MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Density Ratio Estimation with Doubly Strong Robustness
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2314
Differentially private exact recovery for stochastic block models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #304
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1113
Differentiable Mapper for Topological Optimization of Data Representation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Bayesian Program Learning by Decompiling Amortized Knowledge
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Auto-Encoding Morph-Tokens for Multimodal LLM
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2602
Trainable Transformer in Transformer
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2800
Mean-field Chaos Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2804
UPOCR: Towards Unified Pixel-Level OCR Interface
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
The Relative Value of Prediction in Algorithmic Decision Making
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #609
Interpreting and Improving Diffusion Models from an Optimization Perspective
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
Transport of Algebraic Structure to Latent Embeddings
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
Cross-view Masked Diffusion Transformers for Person Image Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1503
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Simultaneous identification of models and parameters of scientific simulators
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
On Multi-Armed Bandit with Impatient Arms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
How Far Can Fairness Constraints Help Recover From Biased Data?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Reducing sequential change detection to sequential estimation
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #508
InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
Designing Decision Support Systems using Counterfactual Prediction Sets
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Regression Learning with Limited Observations of Multivariate Outcomes and Features
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
Community-Invariant Graph Contrastive Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Position: What makes an image realistic?
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
Coactive Learning for Large Language Models using Implicit User Feedback
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
How to Leverage Diverse Demonstrations in Offline Imitation Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
Towards Unified Multi-granularity Text Detection with Interactive Attention
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2412
Total Variation Floodgate for Variable Importance Inference in Classification
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Transforming and Combining Rewards for Aligning Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #803
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Efficient Online Set-valued Classification with Bandit Feedback
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #303
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
Position: AI/ML Influencers Have a Place in the Academic Process
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #415
Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #113
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Borda Regret Minimization for Generalized Linear Dueling Bandits
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2403
A Theory of Fault-Tolerant Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Federated Neuro-Symbolic Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #808
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
Offline Multi-Objective Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2308
Balancing Similarity and Complementarity for Federated Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
Handling Heterogeneous Curvatures in Bandit LQR Control
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #310
UniAudio: Towards Universal Audio Generation with Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Uncertainty Estimation by Density Aware Evidential Deep Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Learning Causal Dynamics Models in Object-Oriented Environments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1308
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #209
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2806
Understanding and Diagnosing Deep Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
Switchable Decision: Dynamic Neural Generation Networks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Interpreting and Improving Large Language Models in Arithmetic Calculation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
Distributionally Robust Data Valuation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
Neural Jump-Diffusion Temporal Point Processes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Position: Measure Dataset Diversity, Don't Just Claim It
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2507
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Self-Infilling Code Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2705
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2711
Sequential Kernel Goodness-of-fit Testing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Understanding Inter-Concept Relationships in Concept-Based Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Multimodal Prototyping for cancer survival prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #215
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
From Neurons to Neutrons: A Case Study in Interpretability
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
A General Framework for Sequential Decision-Making under Adaptivity Constraints
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2811
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1312
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #206
Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2807
Projecting Molecules into Synthesizable Chemical Spaces
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #802
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2005
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
On a Neural Implementation of Brenier's Polar Factorization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #511
SparQ Attention: Bandwidth-Efficient LLM Inference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #112
Equivariant Diffusion for Crystal Structure Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2815
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Sparse Dimensionality Reduction Revisited
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #200
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
Information-Directed Pessimism for Offline Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Differentially Private Domain Adaptation with Theoretical Guarantees
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2816
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #714
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
An Empirical Study Into What Matters for Calibrating Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1316
Position: Automatic Environment Shaping is the Next Frontier in RL
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Learning to Scale Logits for Temperature-Conditional GFlowNets
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #301
Revealing Vision-Language Integration in the Brain with Multimodal Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
Collage: Light-Weight Low-Precision Strategy for LLM Training
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
[
JMLR]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Causal Discovery with Fewer Conditional Independence Tests
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #314
Predicting Dose-Response Curves with Deep Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1014
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2514
Individual Fairness in Graph Decomposition
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Learning Linear Block Error Correction Codes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Promoting External and Internal Equities Under Ex-Ante/Ex-Post Metrics in Online Resource Allocation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Bayesian Optimization of Function Networks with Partial Evaluations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #100
BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Effective Federated Graph Matching
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2310
Privacy Profiles for Private Selection
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Differentiable Model Scaling using Differentiable Topk
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1504
Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Differentially Private Decentralized Learning with Random Walks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
Bridging Environments and Language with Rendering Functions and Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Asymptotics of feature learning in two-layer networks after one gradient-step
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
Towards Realistic Model Selection for Semi-supervised Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Provably Robust DPO: Aligning Language Models with Noisy Feedback
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Beyond the Norms: Detecting Prediction Errors in Regression Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Learning Universal Predictors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2407
Diversified Batch Selection for Training Acceleration
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2700
An Explicit Frame Construction for Normalizing 3D Point Clouds
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1315
Distributional Bellman Operators over Mean Embeddings
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
WAVES: Benchmarking the Robustness of Image Watermarks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Cell2Sentence: Teaching Large Language Models the Language of Biology
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2709
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Listening to the noise: Blind Denoising with Gibbs Diffusion
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
GATE: How to Keep Out Intrusive Neighbors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Better & Faster Large Language Models via Multi-token Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
Differentially Private Representation Learning via Image Captioning
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2214
Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Dynamic Facility Location in High Dimensional Euclidean Spaces
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2817
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
Gradient-based Visual Explanation for Transformer-based CLIP
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #817
Conditional Language Learning with Context
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1300
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Risk Aware Benchmarking of Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Don't be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Amortized Variational Deep Kernel Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #610
Disentanglement Learning via Topology
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Stay on Topic with Classifier-Free Guidance
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2802
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1309
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2500
The Emergence of Reproducibility and Consistency in Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #507
CHAI: Clustered Head Attention for Efficient LLM Inference
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #503
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2803
SILVER: Single-loop variance reduction and application to federated learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #607
SMaRt: Improving GANs with Score Matching Regularity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #407
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2712
Controlled Decoding from Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Language Models as Science Tutors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Integrated Hardware Architecture and Device Placement Search
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2101
Stochastic Interpolants with Data-Dependent Couplings
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #408
Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #708
In-Context Language Learning: Architectures and Algorithms
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2917
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1117
One Meta-tuned Transformer is What You Need for Few-shot Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Accelerating Federated Learning with Quick Distributed Mean Estimation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #201
Learning to Infer Generative Template Programs for Visual Concepts
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
D-Flow: Differentiating through Flows for Controlled Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Physics and Lie symmetry informed Gaussian processes
[
Poster]