Min Yang

TInR: Exploring Tool-Internalized Reasoning in Large Language Models ACL 2026 Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ACL 2026 Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ACL 2026 Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity ACL 2026 Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates AAAI 2026 ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments ACL 2026 SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse AAAI 2026 3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition AAAI 2026 CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025 OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 Quantification of Large Language Model Distillation ACL 2025 Synthesizing Software Engineering Data in a Test-Driven Manner ICML 2025 InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory ICML 2025 DEEM: Diffusion models serve as the eyes of large language models for image perception ICLR 2025 MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025 FedPall: Prototype-based Adversarial and Collaborative Learning for Federated Learning with Feature Drift ICCV 2025 CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations COLING 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 Data Interpreter: An LLM Agent for Data Science ACL 2025 MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025 Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization CVPR 2025 Training on the Benchmark Is Not All You Need AAAI 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025 Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025 Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025 MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework EMNLP 2025 HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025 Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models EMNLP 2025 Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation EMNLP 2025 CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025 UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective EMNLP 2025 Exploring the Impact of Personality Traits on LLM Bias and Toxicity EMNLP 2025 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025 Unsupervised Speech-text word-level alignment with Dynamic Programming NAACL 2025 CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning IJCAI 2025 LIME: Less Is More for MLLM Evaluation ACL 2025 AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents ACL 2025 Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models COLING 2024 PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference CVPR 2024 Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024 3D Geometry-Aware Deformable Gaussian Splatting for Dynamic View Synthesis CVPR 2024 CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024 Adapting Short-Term Transformers for Action Detection in Untrimmed Videos CVPR 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback ICLR 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NIPS 2024 DiffusionTrack: Diffusion Model for Multi-Object Tracking AAAI 2024 Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024 RRL: Recommendation Reverse Learning AAAI 2024 Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis AAAI 2024 DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment EMNLP 2024 Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024 Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models EMNLP 2024 One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024 PITA: Prompting Task Interaction for Argumentation Mining ACL 2024 Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024 Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024 Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training ACL 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024 E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024 Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024 Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024 Multi-modal Stance Detection: New Datasets and Model ACL 2024 CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling ACL 2024 NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models ACL 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024 A Challenge Dataset and Effective Models for Conversational Stance Detection COLING 2024 CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024 Layer-wise Regularized Dropout for Neural Language Models COLING 2024 MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property COLING 2024 TP-Link: Fine-grained Pre-Training for Text-to-SQL Parsing with Linking Information COLING 2024 A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023 Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023 Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023 CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision ICCV 2023 Rethinking Feature-Based Knowledge Distillation for Face Recognition CVPR 2023 In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Stance Detection on Social Media with Background Knowledge EMNLP 2023 A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023 Black-Box Adversarial Attack on Time Series Classification AAAI 2023 CAP: Robust Point Cloud Classification via Semantic and Structural Modeling CVPR 2023 Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023 Probing Graph Decomposition for Argument Pair Extraction ACL 2023 Topic-Guided Self-Introduction Generation for Social Media Users ACL 2023 SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023 Focal Training and Tagger Decouple for Grammatical Error Correction ACL 2023 PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023 Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ACL 2023 Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems NIPS 2022 House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography NIPS 2022 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 Dependency-aware Prototype Learning for Few-shot Relation Classification COLING 2022 SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022 Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022 CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval ECCV 2022 Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction EMNLP 2022 SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis EMNLP 2022 A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022 STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022 Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022 Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022 DOLG: Single-Stage Image Retrieval With Deep Orthogonal Fusion of Local and Global Features ICCV 2021 A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems ACL 2021 Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis ACL 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems IJCNLP 2021 Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis IJCNLP 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews IJCNLP 2021 Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning AAAI 2021 A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Progressive Self-Training with Discriminator for Aspect Term Extraction EMNLP 2021 An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021 The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement AAAI 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance EMNLP 2020 Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020 Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems COLING 2020 Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning COLING 2020 Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020 Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction ACL 2020 Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020 Convolutional Hierarchical Attention Network for Query-Focused Video Summarization AAAI 2020 Interactive Dual Generative Adversarial Networks for Image Captioning AAAI 2020 Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020 AILA: A Question Answering System in the Legal Domain IJCAI 2020 Attentive User-Engaged Adversarial Neural Network for Community Question Answering AAAI 2020 Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering AAAI 2020 Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering AAAI 2020 Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning AAAI 2020 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019 A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis EMNLP 2019 Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019 Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning IJCAI 2019 Reading Like HER: Human Reading Inspired Extractive Summarization IJCNLP 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis IJCNLP 2019 A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis IJCNLP 2019 Exploring Human-Like Reading Strategy for Abstractive Text Summarization AAAI 2019 A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019 A Multi-Task Learning Framework for Abstractive Text Summarization AAAI 2019 Learning Document Embeddings with Crossword Prediction AAAI 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019 A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification AAAI 2019 Aspect and Sentiment Aware Abstractive Review Summarization COLING 2018 A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018 A Multi-task Learning Approach for Image Captioning IJCAI 2018 Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018 PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training IJCAI 2018 Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018 Cooperative Denoising for Distantly Supervised Relation Extraction COLING 2018 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Scalable Normalized Cut with Improved Spectral Rotation IJCAI 2017 Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters EMNLP 2017 Deep Markov Neural Network for Sequential Data Classification ACL 2015 Deep Markov Neural Network for Sequential Data Classification IJCNLP 2015 LCCT: A Semi-supervised Model for Sentiment Classification NAACL 2015 A Topic Model for Building Fine-grained Domain-specific Emotion Lexicon ACL 2014 Relaxed Clipping: A Global Training Method for Robust Regression and Classification NIPS 2010