Haoran Li

Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026 StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models AAAI 2026 Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026 Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026 ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026 Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026 SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models ACL 2026 SafeMT: Multi-turn Safety for Multimodal Language Models ACL 2026 Activation-Guided Local Editing for Jailbreaking Attacks ACL 2026 Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models ACL 2026 ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy RSS 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025 Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025 A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games ICML 2025 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models ICLR 2025 Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation ICLR 2025 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025 Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CONLL 2025 Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods EMNLP 2025 On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025 TopicAttack: An Indirect Prompt Injection Attack via Topic Transition EMNLP 2025 RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis EMNLP 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025 FetchBot: Learning Generalizable Object Fetching in Cluttered Scenes via Zero-Shot Sim2Real CORL 2025 Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025 Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025 3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-object Editing ECCV 2024 Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation NIPS 2024 Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization NIPS 2024 AnyRotate: Gravity-Invariant In-Hand Object Rotation with Sim-to-Real Touch CORL 2024 Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning AAAI 2024 PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models ACL 2024 Non-Autoregressive Machine Translation as Constrained HMM ACL 2024 DreamScene: 3D Gaussian-based Text-to-3D Scene Generation via Formation Pattern Sampling ECCV 2024 RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024 Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network EMNLP 2024 GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024 Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error ICML 2024 USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024 Ransom Access Memories: Achieving Practical Ransomware Protection in Cloud with DeftPunk OSDI 2024 USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SEMEVAL 2024 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023 Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022 CoNSoLe: Convex Neural Symbolic Learning NIPS 2022 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022 Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries NAACL 2022 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022 JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization EMNLP 2022 STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension EMNLP 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle EMNLP 2021 MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021 Mixed Cross Entropy Loss for Neural Machine Translation ICML 2021 Lifelong Learning with Sketched Structural Regularization ACML 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer IJCNLP 2021 ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining IJCNLP 2021 Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021 ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining ACL 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021 Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP 2021 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 Multimodal Sentence Summarization via Multimodal Selective Encoding COLING 2020 On the Faithfulness for E-commerce Product Summarization COLING 2020 Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020 AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks ICML 2020 General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020 Keywords-Guided Abstractive Sentence Summarization AAAI 2020 Self-Attention Guided Copy Mechanism for Abstractive Summarization ACL 2020 Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020 Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product EMNLP 2020 Conversational Semantic Parsing EMNLP 2020 Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products AAAI 2020 Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM AAAI 2019 Towards Personalized Review Summarization via User-Aware Sequence Network AAAI 2019 MSMO: Multimodal Summarization with Multimodal Output EMNLP 2018 Multi-modal Sentence Summarization with Modality Attention and Image Filtering IJCAI 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization COLING 2018 Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017 An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition CONLL 2016