Machine Learning

zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026 Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training AAAI 2026 ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026 $∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation ICML 2025 f-PO: Generalizing Preference Optimization with f-divergence Minimization AISTATS 2025 γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs ICLR 2025 $\mathrmμ$nit Scaling: Simple and Scalable FP8 LLM Training ICML 2025 φ-Update: A Class of Policy Update Methods with Policy Convergence Guarantee ICLR 2025 q-exponential family for policy optimization ICLR 2025 S^2FGL: Spatial Spectral Federated Graph Learning ICML 2025 σ-zero: Gradient-based Optimization of ℓ_0-norm Adversarial Examples ICLR 2025 $β$-th order Acyclicity Derivatives for DAG Learning AISTATS 2025 $σ$-Maximal Ancestral Graphs UAI 2025 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models EMNLP 2025 (1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error AAAI 2025 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025 1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision NAACL 2025 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 2-in-1 Phishing Detection via Large LM Distillation and Small LM Perturbation (Student Abstract) AAAI 2025 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025