Rui Yan

MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization AAAI 2026 FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026 When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection ACL 2026 StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason ACL 2026 Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers ACL 2026 Data Pollination: An Emergent Ecological Process Driving AI Population Evolution ACL 2026 CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution ACL 2026 Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off AAAI 2026 MACRec: A Multi-View Subspace Alignment Framework for Contrastive Sampling Calibration in Recommendation AAAI 2026 Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026 Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction AAAI 2026 DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ACL 2026 From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks AAAI 2026 Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025 The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025 Memory Efficient Transformer Adapter for Dense Predictions ICLR 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 Autonomy-of-Experts Models ICML 2025 CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025 BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions ACL 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey EMNLP 2025 Language Models “Grok” to Copy NAACL 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Exploiting Frequency Dynamics for Enhanced Multimodal Event-based Action Recognition ICCV 2025 More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling ICLR 2025 SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training MICCAI 2025 AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025 GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025 Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025 TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025 Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement ACL 2025 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024 Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024 CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation ACL 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024 Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ACL 2024 Graph-Structured Speculative Decoding ACL 2024 CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024 SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024 Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training COLING 2024 Multi-Grained Conversational Graph Network for Retrieval-based Dialogue Systems COLING 2024 Multilingual Generation in Abstractive Summarization: A Comparative Study COLING 2024 Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation IJCAI 2024 An Analysis and Mitigation of the Reversal Curse EMNLP 2024 Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024 Your Career Path Matters in Person-Job Fit AAAI 2024 What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation AAAI 2024 Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024 The Reasonableness Behind Unreasonable Translation Capability of Large Language Model ICLR 2024 HSVI-based online minimax strategies for partially observable stochastic games with neural perception mechanisms L4DC 2024 CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction NIPS 2024 Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NIPS 2024 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NIPS 2024 DTS-TPT: Dual Temporal-Sync Test-time Prompt Tuning for Zero-shot Activity Recognition IJCAI 2024 FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering EACL 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 “In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 Semi-Offline Reinforcement Learning for Optimized Text Generation ICML 2023 BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023 Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023 Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue EMNLP 2023 Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023 Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023 Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes NIPS 2023 SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NIPS 2023 Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NIPS 2023 FABind: Fast and Accurate Protein-Ligand Binding NIPS 2023 Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023 PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023 Retrosynthesis Prediction with Local Template Retrieval AAAI 2023 Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023 ConvNTM: Conversational Neural Topic Model AAAI 2023 DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023 Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL 2023 Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction ACL 2023 On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Dialogue Summarization with Static-Dynamic Structure Fusion Graph ACL 2023 PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models ACL 2023 SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023 SSP: Self-Supervised Post-training for Conversational Search ACL 2023 Decouple knowledge from paramters for plug-and-play language modeling ACL 2023 All in One: Exploring Unified Video-Language Pre-Training CVPR 2023 A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023 Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023 Adaptive Smoothing Gradient Learning for Spiking Neural Networks ICML 2023 UniVTG: Towards Unified Video-Language Temporal Grounding ICCV 2023 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022 There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory ACL 2022 ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ACL 2022 Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022 Neural Machine Translation with Contrastive Translation Memories EMNLP 2022 MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation ACL 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022 Target-Side Input Augmentation for Sequence to Sequence Generation ICLR 2022 Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding NAACL 2022 There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning EMNLP 2022 Finite-horizon equilibria for neuro-symbolic concurrent stochastic games UAI 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NIPS 2022 Egocentric Video-Language Pretraining NIPS 2022 How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection EMNLP 2022 Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022 Summarizing Procedural Text: Data and Approach EMNLP 2022 Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022 Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022 A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations IJCNLP 2021 Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling AAAI 2021 Predictive Adversarial Learning from Positive and Unlabeled Data AAAI 2021 Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021 The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement AAAI 2021 Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021 Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues AAAI 2021 A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations ACL 2021 Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation ACL 2021 BioGen: Generating Biography Summary under Table Guidance on Wikipedia ACL 2021 Enhancing the Open-Domain Dialogue Evaluation in Latent Space ACL 2021 A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021 Stylized Dialogue Generation with Multi-Pass Dual Learning NIPS 2021 Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation IJCNLP 2021 BioGen: Generating Biography Summary under Table Guidance on Wikipedia IJCNLP 2021 Enhancing the Open-Domain Dialogue Evaluation in Latent Space IJCNLP 2021 Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study NAACL 2021 Social Adaptive Module for Weakly-supervised Group Activity Recognition ECCV 2020 PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit ECCV 2020 From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information IJCAI 2020 Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020 Adaptively Multi-Objective Adversarial Training for Dialogue Generation IJCAI 2020 Low-Resource Knowledge-Grounded Dialogue Generation ICLR 2020 Knowledge-Grounded Dialogue Generation with Pre-trained Language Models EMNLP 2020 Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020 Selection and Generation: Learning towards Multi-Product Advertisement Post Generation EMNLP 2020 VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles EMNLP 2020 A Character-Centric Neural Model for Automated Story Generation AAAI 2020 Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020 Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce AAAI 2020 RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract) AAAI 2020 Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract) AAAI 2020 Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks ACL 2020 Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling COLING 2020 Epipolar Transformers CVPR 2020 Semi-supervised Text Style Transfer: Cross Projection in Latent Space EMNLP 2019 Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders EMNLP 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations EMNLP 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation ICLR 2019 Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019 Learning towards Abstractive Timeline Summarization IJCAI 2019 GSN: A Graph-Structured Network for Multi-Party Dialogues IJCAI 2019 Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs IJCAI 2019 A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots IJCAI 2019 Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? AAAI 2019 Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ACL 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems IJCNLP 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations IJCNLP 2019 Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders IJCNLP 2019 How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing IJCNLP 2019 Semi-supervised Text Style Transfer: Cross Projection in Latent Space IJCNLP 2019 Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation IJCNLP 2019 Plan-and-Write: Towards Better Automatic Storytelling AAAI 2019 CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling AAAI 2019 Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation AAAI 2019 Abstractive Text Summarization by Incorporating Reader Comments AAAI 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019 Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation EMNLP 2019 How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing EMNLP 2019 "Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018 Modeling discourse cohesion for discourse parsing via memory network ACL 2018 An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems IJCAI 2018 Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism IJCAI 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018 Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm IJCAI 2018 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Learning to Converse with Noisy Data: Generation with Calibration IJCAI 2018 On the Abstractiveness of Neural Document Summarization EMNLP 2018 Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training EMNLP 2018 Deep Chit-Chat: Deep Learning for ChatBots EMNLP 2018 Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018 Diversifying Neural Conversation Model with Maximal Marginal Relevance IJCNLP 2017 Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems EMNLP 2017 How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models ACL 2017 Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017 How Transferable are Neural Networks in NLP Applications? EMNLP 2016 Multi-view Response Selection for Human-Computer Conversation EMNLP 2016 Natural Language Inference by Tree-Based Convolution and Heuristic Matching ACL 2016 StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation IJCAI 2016 i, Poet: Automatic Poetry Composition through Recurrent Neural Networks with Iterative Polishing Schema IJCAI 2016 Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016 Chinese Couplet Generation with Neural Network Structures ACL 2016 Dialogue Session Segmentation by Embedding-Enhanced TextTiling INTERSPEECH 2016 Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model IJCAI 2015 Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization IJCNLP 2015 Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization ACL 2015 Enriching Cold Start Personalized Language Model Using Social Network Information ACL 2014 Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors ACL 2014 i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization IJCAI 2013 Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval IJCNLP 2013 Tweet Recommendation with Graph Co-Ranking ACL 2012 Timeline Generation through Evolutionary Trans-Temporal Summarization EMNLP 2011 Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization EMNLP 2011