Toggle Poster Visibility
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2504
HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1709
Sample Efficient Demonstration Selection for In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: The Future of Bayesian Prediction Is Prior-Fitted
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3000
SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1303
Determinant Estimation under Memory Constraints and Neural Scaling Laws
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2204
Understanding the Emergence of Multimodal Representation Alignment
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1912
Differentiable Structure Learning with Ancestral Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2903
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2707
BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2708
R.I.P.: Better Models by Survival of the Fittest Prompts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1905
Graph Minimum Factor Distance and Its Application to Large-Scale Graph Data Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1409
Learning Survival Distributions with the Asymmetric Laplace Distribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1006
Private Federated Learning using Preference-Optimized Synthetic Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1101
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3202
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1008
EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2406
Teaching Transformers Causal Reasoning through Axiomatic Training
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2005
Federated Learning for Feature Generalization with Convex Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1304
Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3306
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-900
DIS-CO: Discovering Copyrighted Content in VLMs Training Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1601
Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2808
Calibrated Language Models and How to Find Them with Label Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1107
Evaluating Neuron Explanations: A Unified Framework with Sanity Checks
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3007
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1804
Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1407
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2805
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2409
Learning Distribution-wise Control in Representation Space for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1803
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1309
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2710
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1305
Conformal Prediction as Bayesian Quadrature
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2912
A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Graph4MM: Weaving Multimodal Learning with Structural Information
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: We Can’t Understand AI Using our Existing Vocabulary
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2305
LLM Data Selection and Utilization via Dynamic Bi-level Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1700
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3303
Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2309
Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1102
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-800
OR-Bench: An Over-Refusal Benchmark for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3312
Taming Diffusion for Dataset Distillation with High Representativeness
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Principles of Animal Cognition to Improve LLM Evaluations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Theory of Mind Benchmarks are Broken for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3005
Graph World Model
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3011
How Expressive are Knowledge Graph Foundation Models?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1603
Geometric Contact Flows: Contactomorphisms for Dynamics and Control
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2110
In-Context Fine-Tuning for Time-Series Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2211
Simplifying DINO via Coding Rate Regularization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2810
Efficient Long Context Fine-tuning with Chunk Flow
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3010
N2GON: Neural Networks for Graph-of-Net with Position Awareness
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1405
Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2205
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1812
Learning Safe Strategies for Value Maximizing Buyers in Uniform Price Auctions
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2711
Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2300
Functional Alignment Can Mislead: Examining Model Stitching
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1300
Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1205
LIMEFLDL: A Local Interpretable Model-Agnostic Explanations Approach for Label Distribution Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-805
Hardware and Software Platform Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1206
What makes an Ensemble (Un) Interpretable?
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-806
BaxBench: Can LLMs Generate Correct and Secure Backends?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1401
Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1508
Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1500
PTTA: Purifying Malicious Samples for Test-Time Model Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-706
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3410
GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2705
Structure-Guided Large Language Models for Text-to-SQL Generation
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1911
Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2308
NestQuant: nested lattice quantization for matrix products and LLMs
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3203
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2703
SkipGPT: Each Token is One of a Kind
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1808
To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2712
On the Duality between Gradient Transformations and Adapters
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-906
Scaling Test-Time Compute Without Verification or RL is Suboptimal
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2600
Multi-Turn Code Generation Through Single-Step Rewards
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2601
AnyEdit: Edit Any Knowledge Encoded in Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2901
Disentangled Graph Spectral Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1701
Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1100
You Get What You Give: Reciprocally Fair Federated Learning
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3012
Equivalence is All: A Unified View for Self-supervised Graph Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1207
Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2603
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2002
Feature Shift Localization Network
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2209
Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3109
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1708
Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2102
Rethinking Benign Overfitting in Two-Layer Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2306
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1001
Optimal Fair Learning Robust to Adversarial Distribution Shift
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3108
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Tree-Sliced Wasserstein Distance: A Geometric Perspective
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2606
When Bad Data Leads to Good Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2608
Fast Large Language Model Collaborative Decoding via Speculation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2101
Deep Linear Network Training Dynamics from Random Initialization: Data, Width, Depth, and Hyperparameter Transfer
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1902
Almost Optimal Fully Dynamic $k$-Center Clustering with Recourse
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3105
Mechanisms of Projective Composition of Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1301
New Bounds for Sparse Variational Gaussian Processes
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2004
Learning with Selectively Labeled Data from Multiple Decision-makers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3104
Smooth Interpolation for Improved Discrete Graph Generative Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3311
OW-VAP: Visual Attribute Parsing for Open World Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3103
MDDM: Practical Message-Driven Generative Image Steganography Based on Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3304
Scalable Meta-Learning via Mixed-Mode Differentiation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2009
Projection Pursuit Density Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3101
Wasserstein Flow Matching: Generative Modeling Over Families of Distributions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2111
Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-801
Improving LLM Safety Alignment with Dual-Objective Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2704
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2502
polybasic Speculative Decoding Through a Theoretical Perspective
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1602
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-804
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2010
Adaptive Estimation and Learning under Temporal Distribution Shift
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1202
Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2500
LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3301
Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3100
Towards a Mechanistic Explanation of Diffusion Model Generalization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1307
A Mixture-Based Framework for Guiding Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2400
Reliable and Efficient Amortized Model-based Evaluation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2007
Info-Coevolution: An Efficient Framework for Data Model Coevolution
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1604
KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2401
AuPair: Golden Example Pairs for Code Repair
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2907
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3200
Cross-regularization: Adaptive Model Complexity through Validation Gradients
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2206
Average Certified Radius is a Poor Metric for Randomized Smoothing
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2505
Preference Adaptive and Sequential Text-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3309
SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1209
Activation Space Interventions Can Be Transferred Between Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2011
Provable Maximum Entropy Manifold Exploration via Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3308
A Closer Look at Backdoor Attacks on CLIP
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1606
Conformal Anomaly Detection in Event Sequences
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-704
Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3206
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1506
Predictive Performance of Deep Quantum Data Re-uploading Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1607
Provable Length Generalization in Sequence Prediction via Spectral Filtering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1608
Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2407
KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1900
Clustering via Self-Supervised Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1800
Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3003
The Diffusion Duality
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1400
Learning Soft Sparse Shapes for Efficient Time-Series Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2410
Progressively Label Enhancement for Large Language Model Alignment
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2501
DPO Meets PPO: Reinforced Token Optimization for RLHF
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2807
Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1004
Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2312
Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-702
PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-902
"Who experiences large model decay and why?" A Hierarchical Framework for Diagnosing Heterogeneous Performance Drift
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1503
Approximately Correct Label Distribution Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-701
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1106
TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
SPHINX: Structural Prediction using Hypergraph Inference Network
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2303
Reinforced Lifelong Editing for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2301
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
Conditioning Diffusions Using Malliavin Calculus
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2806
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1000
FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: Human Baselines in Model Evaluations Need Rigor and Transparency (With Recommendations & Reporting Checklist)
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2405
Reward-Guided Prompt Evolving in Reinforcement Learning for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2609
REG: Rectified Gradient Guidance for Conditional Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3112
Hyper-Transforming Latent Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2302
Taming Knowledge Conflicts in Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2802
On Measuring Long-Range Interactions in Graph Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1502
Generalized additive models via direct optimization of regularized decision stump forests
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1200
Sampling Binary Data by Denoising through Score Functions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2310
ROPO: Robust Preference Optimization for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1105
Graph Inverse Style Transfer for Counterfactual Explainability
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3207
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1807
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3004
Privacy Attacks on Image AutoRegressive Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1504
Compressing tree ensembles through Level-wise Optimization and Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1811
Kernel Quantile Embeddings and Associated Probability Metrics
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3001
Score-based Pullback Riemannian Geometry: Extracting the Data Manifold Geometry using Anisotropic Flows
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-901
Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1505
Learning Imbalanced Data with Beneficial Label Noise
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1906
Exogenous Isomorphism for Counterfactual Identifiability
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-803
Optimizing Adaptive Attacks against Watermarks for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1707
Wait-Less Offline Tuning and Re-solving for Online Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1907
Strategic A/B testing via Maximum Probability-driven Two-armed Bandit
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Generalization Performance of Ensemble Clustering: From Theory to Algorithm
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1306
Sample Complexity of Branch-length Estimation by Maximum Likelihood
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2202
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1806
Is Complex Query Answering Really Complex?
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1805
On Path to Multimodal Generalist: General-Level and General-Bench
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
KGMark: A Diffusion Watermark for Knowledge Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3310
GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1308
LEAPS: A discrete neural sampler via locally equivariant networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2904
Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1002
Disparate Conditional Prediction in Multiclass Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2905
Do We Really Need Message Passing in Brain Network Modeling?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2506
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2208
When and How Does CLIP Enable Domain and Compositional Generalization?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2509
BackSlash: Rate Constrained Optimized Training of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2510
Scaling Sparse Feature Circuits For Studying In-Context Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3305
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2107
Channel Normalization for Time Series Channel Identification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2008
Evolving Minds: Logic-Informed Inference from Temporal Action Patterns
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2612
Hidden No More: Attacking and Defending Private Third-Party LLM Inference
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2910
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2911
Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-903
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3106
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1403
A Theoretical Framework For Overfitting In Energy-based Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1204
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1208
Learning to Route LLMs with Confidence Tokens
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1903
Super Deep Contrastive Information Bottleneck for Multi-modal Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1507
Right Time to Learn: Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2112
Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1402
Weakly-Supervised Contrastive Learning for Imprecise Class Labels
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2006
Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2212
On the Out-of-Distribution Generalization of Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3204
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2701
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2909
Large Language-Geometry Model: When LLM meets Equivariance
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-705
BiMark: Unbiased Multilayer Watermarking for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2109
Quantifying Memory Utilization with Effective State-Size
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3002
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1802
COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-904
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1104
Understanding Fixed Predictions via Confined Regions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
Iterative Vectors: In-Context Gradient Steering without Backpropagation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-905
Going Deeper into Locally Differentially Private Graph Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
Near Optimal Best Arm Identification for Clustered Bandits
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1600
Efficient LiDAR Reflectance Compression via Scanning Serialization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2801
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2307
An Analysis for Reasoning Bias of Language Models with Small Initialization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3307
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1609
VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2000
Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2311
Improving Your Model Ranking on Chatbot Arena by Vote Rigging
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2800
EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2900
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-703
Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2411
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1801
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3201
RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1108
Near-Optimal Decision Trees in a SPLIT Second
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-802
Safety Reasoning with Guidelines
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3211
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1109
X-Hacking: The Threat of Misguided AutoML
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2012
A Online Statistical Framework for Out-of-Distribution Detection
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2203
Learning Input Encodings for Kernel-Optimal Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1605
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1702
The Complexity of Learning Sparse Superposed Features with Feedback
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2404
Unbiased Evaluation of Large Language Models from a Causal Perspective
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2403
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1809
Pfeife: Automatic Pipeline Parallelism for PyTorch
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3300
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2402
ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2106
LSCD: Lomb--Scargle Conditioned Diffusion for Time series Imputation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1703
Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3302
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2503
XAttention: Block Sparse Attention with Antidiagonal Scoring
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2507
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2906
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1908
Local Identifying Causal Relations in the Presence of Latent Variables
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1009
Auditing $f$-differential privacy in one run
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2201
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2512
Improving Rationality in the Reasoning Process of Language Models through Self-playing Game
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2003
One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2207
REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2100
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2611
MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2610
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2607
Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1909
Distributionally Robust Policy Learning under Concept Drifts
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1302
Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1007
Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1704
The Generalized Skew Spectrum of Graphs
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2605
Towards Lifelong Model Editing via Simulating Ideal Editor
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2604
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1910
Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2200
Contradiction Retrieval via Contrastive Learning with Sparsity
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1904
Fast Incomplete Multi-view Clustering by Flexible Anchor Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3110
TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3411
Open-Det: An Efficient Learning Framework for Open-Ended Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2602
Parrot: Multilingual Visual Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2001
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Discriminative Policy Optimization for Token-Level Reward Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2702
Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2508
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2103
Constrained Belief Updates Explain Geometric Structures in Transformer Representations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1406
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2408
Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1509
Concentration Distribution Learning from Label Distributions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2812
Persistent Topological Features in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1203
Prediction-Powered E-Values
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3009
Vision Graph Prompting via Semantic Low-Rank Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2210
Long-Short Alignment for Effective Long-Context Modeling in LLMs
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1103
Clone-Robust AI Alignment
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3006
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1501
Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1705
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2804
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1005
Lightweight Protocols for Distributed Private Quantile Estimation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2803
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: The Most Expensive Part of an LLM *should* be its Training Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-603
Position: AI Should Not Be An Imitation Game: Centaur Evaluations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Rethinking Explainable Machine Learning as Applied Statistics
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-700
Position: We Need Responsible, Application-Driven (RAD) AI Research
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3208
Rethinking the Bias of Foundation Model under Long-tailed Distribution
[
Poster]
[
OpenReview]
