Wenjie Li

TInR: Exploring Tool-Internalized Reasoning in Large Language Models ACL 2026 MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection ACL 2026 Merlin’s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting ACL 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation ACL 2026 AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling AAAI 2026 Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026 Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026 Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance AAAI 2026 KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization EACL 2026 SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation WACV 2026 Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026 Personalized Large Language Model Assistant with Evolving Conditional Memory COLING 2025 Integrative Decoding: Improving Factuality via Implicit Self-consistency ICLR 2025 Constrain Alignment with Sparse Autoencoders ICML 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025 Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025 Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ACL 2025 STeCa: Step-level Trajectory Calibration for LLM Agent Learning ACL 2025 Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025 Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025 TokenSkip: Controllable Chain-of-Thought Compression in LLMs EMNLP 2025 Interleaved-Modal Chain-of-Thought CVPR 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning AAAI 2025 Towards Text-Image Interleaved Retrieval ACL 2025 UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025 Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025 Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024 Learning to Rank in Generative Retrieval AAAI 2024 Federated X-armed Bandit AAAI 2024 Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal AAAI 2024 Contrastive Preference Learning for Neural Machine Translation NAACL 2024 Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue ACL 2024 Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024 A Causal Approach for Counterfactual Reasoning in Narratives ACL 2024 Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ACL 2024 Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback ACL 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization ACL 2024 The Critique of Critique ACL 2024 Distillation Enhanced Generative Retrieval ACL 2024 Personalized Federated X-armed Bandit AISTATS 2024 Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset ICML 2024 Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024 Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024 ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation EMNLP 2024 E2CL: Exploration-based Error Correction Learning for Embodied Agents EMNLP 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 Delving Deep into Engagement Prediction of Short Videos ECCV 2024 OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024 Medical Dialogue Generation via Dual Flow Modeling ACL 2023 ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning ACL 2023 Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023 Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023 COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023 Multiview Identifiers Enhanced Generative Retrieval ACL 2023 Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023 Self-Detoxifying Language Models via Toxification Reversal EMNLP 2023 KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023 Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023 VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023 Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023 Preserve Context Information for Extract-Generate Long-Input Summarization Framework AAAI 2023 RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning EMNLP 2023 Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue ACL 2023 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022 “My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics IJCAI 2022 Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning IJCAI 2022 A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022 PDQ-Net: Deep probabilistic dual quaternion network for absolute pose regression on $SE(3)$ UAI 2022 Deep Dirichlet process mixture models UAI 2022 Addressing token uniformity in transformers via singular value transformation UAI 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022 Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022 CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation CVPR 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022 CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022 MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022 Event Graph based Sentence Fusion EMNLP 2021 PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) SEMEVAL 2021 PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) IJCNLP 2021 Semi-Open Attribute Extraction from Chinese Functional Description Text ACML 2021 PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) ACL 2021 Effect Generation Based on Causal Reasoning EMNLP 2021 Stochastic Deep Gaussian Processes over Graphs NIPS 2020 Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT COLING 2020 Target Speaker Recovery and Recognition Network with Average x-Vector and Global Training INTERSPEECH 2019 Meta-Path Augmented Response Generation AAAI 2019 Hierarchical Diffusion Attention Network IJCAI 2019 Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019 Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization ACL 2018 Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018 NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018 Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 A Conditional Variational Framework for Dialog Generation ACL 2017 DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset IJCNLP 2017 Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL 2017 Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering ACL 2017 Content-based Influence Modeling for Opinion Behavior Prediction COLING 2016 AttSum: Joint Learning of Focusing and Summarization with Neural Attention COLING 2016 A Hierarchical Knowledge Representation for Expert Finding on Social Media ACL 2015 Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification EMNLP 2015 Component-Enhanced Chinese Character Embeddings EMNLP 2015 Modeling Quantum Entanglements in Quantum Language Models IJCAI 2015 Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis IJCNLP 2015 A Hierarchical Knowledge Representation for Expert Finding on Social Media IJCNLP 2015 Learning Summary Prior Representation for Extractive Summarization IJCNLP 2015 Learning Summary Prior Representation for Extractive Summarization ACL 2015 Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis ACL 2015 Text-level Discourse Dependency Parsing ACL 2014 Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics ACL 2013 Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search IJCNLP 2013 Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application COLING 2012 Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection ACL 2012 Implicit Discourse Relation Recognition by Selecting Typical Training Examples COLING 2012 Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge COLING 2012 Fine-Grained Classification of Named Entities by Fusing Multi-Features COLING 2012 Simultaneous Clustering and Noise Detection for Theme-based Summarization IJCNLP 2011 A Study on Position Information in Document Summarization COLING 2010 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Task 5. Keyphrase Extraction Based on Core Word Identification and Word Expansion SEMEVAL 2010 A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network ACL 2010 Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization COLING 2010 Sentence Ordering with Event-Enriched Semantics and Two-Layered Clustering for Multi-Document News Summarization COLING 2010 An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation ACL 2009 An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation IJCNLP 2009 Co-Feedback Ranking for Query-Focused Summarization IJCNLP 2009 Co-Feedback Ranking for Query-Focused Summarization ACL 2009 Extractive Summarization Using Supervised and Semi-Supervised Learning COLING 2008 PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization COLING 2008 Preliminary Chinese Term Classification for Ontology Construction IJCNLP 2008 A Novel Feature-based Approach to Chinese Entity Relation Extraction ACL 2008 Extractive Summarization Based on Event Term Clustering ACL 2007 A Phonetic-Based Approach to Chinese Chat Text Normalization COLING 2006 Extractive Summarization using Inter- and Intra- Event Relevance COLING 2006 Extractive Summarization using Inter- and Intra- Event Relevance ACL 2006 A Phonetic-Based Approach to Chinese Chat Text Normalization ACL 2006 A Preliminary Work on Classifying Time Granularities of Temporal Questions IJCNLP 2005 Integrating Collocation Features in Chinese Word Sense Disambiguation IJCNLP 2005 Experiments of Ontology Construction with Formal Concept Analysis IJCNLP 2005 CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information IJCNLP 2005 Applying Machine Learning to Chinese Temporal Relation Resolution ACL 2004 Combining Linguistic Features with Weighted Bayesian Classifier for Temporal Reference Processing COLING 2004 An Algorithm for Situation Classification of Chinese Verbs ACL 2000