Qingyu Yin

Instant Personalized Large Language Model Adaptation via Hypernetwork ACL 2026 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 Constrain Alignment with Sparse Autoencoders ICML 2025 DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025 Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing ICML 2025 ModRWKV: Transformer Multimodality in Linear Time EMNLP 2025 Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning ICLR 2025 Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025 Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning EMNLP 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 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 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 StableMask: Refining Causal Masking in Decoder-only Transformer ICML 2024 Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond ICLR 2024 Context-Aware Query Rewriting for Improving Users’ Search Experience on E-commerce Websites ACL 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 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 All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 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 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021 Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification COLING 2020 Towards Explainable NLP: A Generative Explanation Framework for Text Classification ACL 2019 Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018 Zero Pronoun Resolution with Attention-based Neural Network COLING 2018 A Deep Neural Network for Chinese Zero Pronoun Resolution IJCAI 2017 Chinese Zero Pronoun Resolution with Deep Memory Network EMNLP 2017 Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017