Wenjie Li

146 papers · 2000–2026 · 20 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🏃 Academic Marathon (26) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (51) 🏆 Grand Slam 🔬 Deep Specialist (14) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🤝 Dynamic Duo (17) ❓ The Questioner (5) 📈 Trend Setter 🗃️ Keyword Collector (464) 💎 Century Club (141) 🚀 Conference Pioneer 🔥 Unstoppable (23) ⚡ Prolific Year (9)

Conferences

ACL (51) EMNLP (24) COLING (16) IJCNLP (14) AAAI (12) IJCAI (5) UAI (3) CVPR (3) ICML (3) SEMEVAL (2) NIPS (2) NAACL (2) ICLR (2) ICCV (1) INTERSPEECH (1) ECCV (1) EACL (1) AISTATS (1) ACML (1) WACV (1)

Top co-authors

Qin Lu (17) Yi Cheng (17) Ziqiang Cao (16) Sujian Li (14) Yongqi Li (13) Jian Wang (12) Chak Tou Leong (11) Wenjun Hou (10) Kaishuai Xu (10) Ruifeng Yuan (10)

Keywords

large language model (15) dialogue system (9) text summarization (6) text generation (6) information retrieval (6) dialogue generation (5) variational inference (5) extractive summarization (4) radiology report generation (4) generative retrieval (4) contrastive learning (4) retrieval-augmented generation (4) word embedding (4) in-context learning (3) representation learning (3) federated learning (3) causal inference (3) lexical complexity (3) gradient boosting (3) preference learning (3)

Papers

Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance AAAI 2026

Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026

Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026

SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling AAAI 2026

SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation WACV 2026

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization EACL 2026

Interleaved-Modal Chain-of-Thought CVPR 2025

Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025

Personalized Large Language Model Assistant with Evolving Conditional Memory COLING 2025

AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning AAAI 2025

Constrain Alignment with Sparse Autoencoders ICML 2025

Integrative Decoding: Improving Factuality via Implicit Self-consistency ICLR 2025

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025

Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025

RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025

Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025

TokenSkip: Controllable Chain-of-Thought Compression in LLMs EMNLP 2025

UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025

Towards Text-Image Interleaved Retrieval ACL 2025

Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States 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

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025

STeCa: Step-level Trajectory Calibration for LLM Agent Learning ACL 2025

Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ACL 2025

Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025

How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025

PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024

The Critique of Critique ACL 2024

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal AAAI 2024

Federated X-armed Bandit AAAI 2024

Learning to Rank in Generative Retrieval AAAI 2024

Contrastive Preference Learning for Neural Machine Translation NAACL 2024

Distillation Enhanced Generative Retrieval ACL 2024

Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset ICML 2024

Personalized Federated X-armed Bandit AISTATS 2024

Delving Deep into Engagement Prediction of Short Videos ECCV 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

OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 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

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023

Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023

Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023

Multiview Identifiers Enhanced Generative Retrieval ACL 2023

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning ACL 2023

Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue ACL 2023

Medical Dialogue Generation via Dual Flow Modeling ACL 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

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023

Self-Detoxifying Language Models via Toxification Reversal EMNLP 2023

VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023

RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning EMNLP 2023

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022

Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022

MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022

CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation CVPR 2022

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022

Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022

A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022

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

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

Effect Generation Based on Causal Reasoning EMNLP 2021

Event Graph based Sentence Fusion EMNLP 2021

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) ACL 2021

Semi-Open Attribute Extraction from Chinese Functional Description Text ACML 2021

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) IJCNLP 2021

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) SEMEVAL 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

Hierarchical Diffusion Attention Network IJCAI 2019

Meta-Path Augmented Response Generation AAAI 2019

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019

NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018

Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018

Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization ACL 2018

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering 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

A Conditional Variational Framework for Dialog Generation ACL 2017

AttSum: Joint Learning of Focusing and Summarization with Neural Attention COLING 2016

Content-based Influence Modeling for Opinion Behavior Prediction COLING 2016

Learning Summary Prior Representation for Extractive Summarization IJCNLP 2015

Component-Enhanced Chinese Character Embeddings EMNLP 2015

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification EMNLP 2015

Learning Summary Prior Representation for Extractive Summarization ACL 2015

A Hierarchical Knowledge Representation for Expert Finding on Social Media ACL 2015

Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis ACL 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

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

Fine-Grained Classification of Named Entities by Fusing Multi-Features COLING 2012

Implicit Discourse Relation Recognition by Selecting Typical Training Examples COLING 2012

Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application COLING 2012

Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge COLING 2012

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection ACL 2012

Simultaneous Clustering and Noise Detection for Theme-based Summarization IJCNLP 2011

Sentence Ordering with Event-Enriched Semantics and Two-Layered Clustering for Multi-Document News Summarization COLING 2010

273. Task 5. Keyphrase Extraction Based on Core Word Identification and Word Expansion SEMEVAL 2010

Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization COLING 2010

A Study on Position Information in Document Summarization COLING 2010

A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network ACL 2010

Co-Feedback Ranking for Query-Focused Summarization ACL 2009

An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation IJCNLP 2009

Co-Feedback Ranking for Query-Focused Summarization IJCNLP 2009

An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation ACL 2009

Preliminary Chinese Term Classification for Ontology Construction IJCNLP 2008

A Novel Feature-based Approach to Chinese Entity Relation Extraction ACL 2008

PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization COLING 2008

Extractive Summarization Using Supervised and Semi-Supervised Learning COLING 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 ACL 2006

A Phonetic-Based Approach to Chinese Chat Text Normalization ACL 2006

Extractive Summarization using Inter- and Intra- Event Relevance COLING 2006

Integrating Collocation Features in Chinese Word Sense Disambiguation IJCNLP 2005

CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information IJCNLP 2005

A Preliminary Work on Classifying Time Granularities of Temporal Questions IJCNLP 2005

Experiments of Ontology Construction with Formal Concept Analysis 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