Bing Yin

Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation AAAI 2026 Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026 Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs CVPR 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ACL 2026 READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation AAAI 2026 TDATR: Improving End-to-End Table Recognition via Table Detail-Aware Learning and Cell-Level Visual Alignment CVPR 2026 TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ACL 2026 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 Cross-modulated Attention Transformer for RGBT Tracking AAAI 2025 DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025 DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion CVPR 2025 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios NAACL 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 1DFormer: A Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking IJCAI 2024 Data Diversity Matters for Robust Instruction Tuning EMNLP 2024 Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024 Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024 Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network AAAI 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition ECCV 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NeurIPS 2023 Context-Aware Query Rewriting for Improving Users’ Search Experience on E-commerce Websites ACL 2023 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NeurIPS 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023 HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers ICLR 2023 Improving Consistency for Text Summarization with Energy Functions EMNLP 2023 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 Speech4Mesh: Speech-Assisted Monocular 3D Facial Reconstruction for Speech-Driven 3D Facial Animation ICCV 2023 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NeurIPS 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022 SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models NAACL 2022 SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition ECCV 2022 Graph-based Multilingual Product Retrieval in E-Commerce Search NAACL 2021 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning NAACL 2021 MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021 Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021 Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020 Speaker Diarization with Enhancing Speech for the First DIHARD Challenge Interspeech 2018