Machine Learning

Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences ICLR 2025 Building Rome with Convex Optimization RSS 2025 Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025 Building Vision Models upon Heat Conduction CVPR 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 Bundle Neural Network for message diffusion on graphs ICLR 2025 Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems EMNLP 2025 B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens ICCV 2025 BVSLP: Machine Translation Using Linguistic Embellishments for IndicMT Shared Task 2025 EMNLP 2025 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025 Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025 ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development NSDI 2025 Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025 byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025 byteSizedLLM@NLU of Devanagari Script Languages 2025: Language Identification Using Customized Attention BiLSTM and XLM-RoBERTa base Embeddings COLING 2025 Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning ICML 2025 C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction AAAI 2025 C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning ICML 2025 C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025 C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ACL 2025 C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis ICCV 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution AAAI 2025