Machine Learning

Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025 Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models ACL 2025 Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment AISTATS 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 Exposure Bracketing Is All You Need For A High-Quality Image ICLR 2025 Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction CVPR 2025 Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs ICML 2025 Expressive Power of Temporal Message Passing AAAI 2025 Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization ICML 2025 Expressivity of Neural Networks with Random Weights and Learned Biases ICLR 2025 ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation IJCAI 2025 Extendable and Iterative Structure Learning Strategy for Bayesian Networks ICLR 2025 Extended Abstract for “Linguistic Universals”: Emergent Shared Features in Independent Monolingual Language Models via Sparse Autoencoders EMNLP 2025 Extended Abstract: Probing-Guided Parameter-Efficient Fine-Tuning for Balancing Linguistic Adaptation and Safety in LLM-based Social Influence Systems ACL 2025 Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 Extending Applications Safely and Efficiently OSDI 2025 Extending Automatic Machine Translation Evaluation to Book-Length Documents EMNLP 2025 Extending Complex Logical Queries on Uncertain Knowledge Graphs ACL 2025 Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 Extending Mercer's expansion to indefinite and asymmetric kernels ICLR 2025 Extending Temperature Scaling with Homogenizing Maps JMLR 2025 External Knowledge Injection for CLIP-Based Class-Incremental Learning ICCV 2025 External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding IJCAI 2025