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Liang Pang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

90

Venues

23

Active years

2012–2026

Best venue rank

A*

Where they publish

Papers

90 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIRLKD: Distilling LLMs' Reasoning via Reinforcement Learning.Shicheng Xu, Liang Pang, Yunchang Zhu, Jia Gu, Zihao Wei, Jingcheng Deng, Feiyang Pan, Huawei Shen, Xueqi Cheng
2026ACLPrivacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation.Jinwen Chen, Hainan Zhang, Liang Pang, Yongxin Tong, Haibo Zhou, Wei Lin, Zhiming Zheng
2026ACLProjecting Out the Malice: A Global Subspace Approach to LLM Detoxification.Zenghao Duan, Zhiyi Yin, Zhichao Shi, Liang Pang, Shaoling Jing, Zihe Huang, Jiayi Wu, Yu Yan, Jingcheng Deng, Huawei Shen, Xueqi Cheng
2026ACLThe Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis.Zihao Wei, Liang Pang, Jiahao Liu, Wenjie Shi, Jingcheng Deng, Shicheng Xu, Zenghao Duan, Jingang Wang, Fei Sun, Huawei Shen, Xueqi Cheng
2026ACLStable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation.Qianchi Zhang, Hainan Zhang, Liang Pang, Hongwei Zheng, Zhiming Zheng
2026ECIREvent-Aware Video Corpus Moment Retrieval.Danyang Hou, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng
2026ECIRTowards Quantitative Summarization Evaluation: An Integrated Atomic-Based Evaluation Framework and Dataset for Text Summarization.Yan Lei, Suncong Zheng, Roberts Wang, Liang Pang, Lei He, Shuang Chen, Yu Wang, Huawei Shen, Xueqi Cheng, Yuanzhuo Wang
2026WWWD-Models and E-Models: Diversity-Stability Trade-offs in the Sampling Behavior of Large Language Models.Jia Gu, Liang Pang, Huawei Shen, Xueqi Cheng
2026WWWLess is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning.Qianchi Zhang, Hainan Zhang, Liang Pang, Yongxin Tong, Hongwei Zheng, Zhiming Zheng
2026SIGIRLearning to Retrieve from Agent Trajectories.Yuqi Zhou, Sunhao Dai, Changle Qu, Liang Pang, Jun Xu, Ji-Rong Wen
2025AAAILightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph.Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai
2025AAAIMaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2025ACLToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models.Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Jinyang Gao, Bolin Ding, Huawei Shen, Xueqi Cheng
2025CIKMThe 1st Workshop on LLM Agents for Social Simulation.Yige Yuan, Junkai Zhou, Bingbing Xu, Liang Pang, Du Su, An Zhang, Teng Xiao, Fengli Xu, Zhaochun Ren, Xu Chen
2025COLINGDo LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation.Jia Gu, Liang Pang, Huawei Shen, Xueqi Cheng
2025COLINGMLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models.Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2025EMNLPMedia Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations.Sunhao Dai, Zhanshuo Cao, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Tat-Seng Chua
2025EMNLPFollowing the Autoregressive Nature of LLM Embeddings via Compression and Alignment.Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
2025ICLRBridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation.Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2025ICLREverything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models.Jingcheng Deng, Zihao Wei, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2025ICLRPerplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents.Haoyu Wang, Sunhao Dai, Haiyuan Zhao, Liang Pang, Xiao Zhang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2025ICLRA Theory for Token-Level Harmonization in Retrieval-Augmented Generation.Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
2025ICLRCross-Modal Safety Mechanism Transfer in Large Vision-Language Models.Shicheng Xu, Liang Pang, Yunchang Zhu, Huawei Shen, Xueqi Cheng
2025PRICAIHiGraph-LLM: Hierarchical Graph Encoding and Integration with Large Language Models.Zhen Cai, Yanhua Yu, Xidian Wang, Kangkang Lu, Tu Ao, Mingliang Yan, Liang Pang, Pinghui Wang, Tat-Seng Chua
2025SIGIRExploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop.Yuqi Zhou, Sunhao Dai, Liang Pang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2025SIGIRUnveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access.Yang Deng, Moxin Li, Liang Pang, Wenxuan Zhang, Wai Lam
2025SIGIRUnderstanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics.Chen Xu, Jujia Zhao, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua, Maarten de Rijke
2025SIGIRMitigating Source Bias with LLM Alignment.Sunhao Dai, Yuqi Zhou, Liang Pang, Zhuoyang Li, Zhaocheng Du, Gang Wang, Jun Xu
2025SIGIRNExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search.Sunhao Dai, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Ji-Rong Wen, Tat-Seng Chua
2025WSDMUnifying Bias and Unfairness in Information Retrieval: New Challenges in the LLM Era.Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
2024ACLCocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
2024ACLPlot Retrieval as an Assessment of Abstract Semantic Association.Shicheng Xu, Liang Pang, Jiangnan Li, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou
2024ACLUnsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation.Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou
2024ACLBeyond Memorization: The Challenge of Random Memory Access in Language Models.Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan, Min Lin
2024COLINGQsnail: A Questionnaire Dataset for Sequential Question Generation.Yan Lei, Liang Pang, Yuanzhuo Wang, Huawei Shen, Xueqi Cheng
2024CVPRHalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data.Qifan Yu, Juncheng Li, Longhui Wei, Liang Pang, Wentao Ye, Bosheng Qin, Siliang Tang, Qi Tian, Yueting Zhuang
2024EMNLPA Study of Implicit Ranking Unfairness in Large Language Models.Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua
2024EMNLPEnhancing Training Data Attribution for Large Language Models with Fitting Error Consideration.Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng
2024IROSThermal-NeRF: Neural Radiance Fields from an Infrared Camera.Tianxiang Ye, Qi Wu, Junyuan Deng, Guoqing Liu, Liu Liu, Songpengcheng Xia, Liang Pang, Wenxian Yu, Ling Pei
2024KDDBias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era.Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
2024KDDNeural Retrievers are Biased Towards LLM-Generated Content.Sunhao Dai, Yuqi Zhou, Liang Pang, Weihao Liu, Xiaolin Hu, Yong Liu, Xiao Zhang, Gang Wang, Jun Xu
2024NAACLThink Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue.Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng
2024RecSysInformation-Controllable Graph Contrastive Learning for Recommendation.Zirui Guo, Yanhua Yu, Yuling Wang, Kangkang Lu, Zixuan Yang, Liang Pang, Tat-Seng Chua
2024WWWCan Small Language Models be Good Reasoners for Sequential Recommendation?Yuling Wang, Changxin Tian, Binbin Hu, Yanhua Yu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Liang Pang, Xiao Wang
2024WWWSearch-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks.Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2024WWWList-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation.Shicheng Xu, Liang Pang, Jun Xu, Huawei Shen, Xueqi Cheng
2024SIGIRA Taxation Perspective for Fair Re-ranking.Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2024SIGIRInvisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images.Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
2023AAAIA Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation.Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He
2023ACLBERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval.Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
2023ACLSimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation.Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng
2023EMNLPRegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling.Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng
2023EMNLPMacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space.Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023EMNLPLLMDet: A Third Party Large Language Models Generated Text Detection Tool.Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023EMNLPMulti-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation.Chenxu Yang, Zheng Lin, Lanrui Wang, Chong Tian, Liang Pang, Jiangnan Li, Qirong Ho, Yanan Cao, Weiping Wang
2022CIKMMatch-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning.Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
2022COLINGOptimal Partial Transport Based Sentence Selection for Long-form Document Matching.Weijie Yu, Liang Pang, Jun Xu, Bing Su, Zhenhua Dong, Ji-Rong Wen
2022IJCNNRegion-based Cross-modal Retrieval.Dan Yang Hou, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng
2022SIGIRLoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback.Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng
2021AAAISketch and Customize: A Counterfactual Story Generator.Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng
2021CIKMMatch-Ignition: Plugging PageRank into Transformer for Long-form Text Matching.Liang Pang, Yanyan Lan, Xueqi Cheng
2021CVPRTransformation Driven Visual Reasoning.Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
2021EMNLPTransductive Learning for Unsupervised Text Style Transfer.Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng
2021EMNLPAdaptive Information Seeking for Open-Domain Question Answering.Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng
2021SIGIRBeyond Probability Ranking Principle: Modeling the Dependencies among Documents.Liang Pang, Qingyao Ai, Jun Xu
2021WSDMBeyond Probability Ranking Principle: Modeling the Dependencies among Documents.Liang Pang, Qingyao Ai, Jun Xu
2020CIKMRanking Enhanced Dialogue Generation.Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng
2020COLINGMETNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis.Bin Jiang, Jing Hou, Wanyue Zhou, Chao Yang, Shihan Wang, Liang Pang
2020COLINGPEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation.Bin Jiang, Wanyue Zhou, Jingxu Yang, Chao Yang, Shihan Wang, Liang Pang
2020DACTYMER: A Yield-based Performance Model for Timing-speculation SRAM.Shan Shen, Liang Pang, Tianxiang Shao, Ming Ling, Xiao Shi, Longxing Shi
2020DATEAn Efficient SRAM yield Analysis Using Scaled-Sigma Adaptive Importance Sampling.Liang Pang, Mengyun Yao, Yifan Chai
2020EMNLPBeyond Language: Learning Commonsense from Images for Reasoning.Wanqing Cui, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
2020EMNLPWasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen
2020IJCAIEvaluating Natural Language Generation via Unbalanced Optimal Transport.Yimeng Chen, Yanyan Lan, Ruibin Xiong, Liang Pang, Zhiming Ma, Xueqi Cheng
2020IJCAIModeling Topical Relevance for Multi-Turn Dialogue Generation.Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin
2020SIGIRSetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval.Liang Pang, Jun Xu, Qingyao Ai, Yanyan Lan, Xueqi Cheng, Jirong Wen
2020SIGIRL2R²: Leveraging Ranking for Abductive Reasoning.Yunchang Zhu, Liang Pang, Yanyan Lan, Xueqi Cheng
2019AAAIHAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering.Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Lixin Su, Xueqi Cheng
2019ACLReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation.Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
2017ACMLLocally Smoothed Neural Networks.Liang Pang, Yanyan Lan, Jun Xu, Jiafeng Guo, Xueqi Cheng
2017CIKMLearning Visual Features from Snapshots for Web Search.Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, Liang Pang, Xueqi Cheng
2017CIKMDeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval.Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Jingfang Xu, Xueqi Cheng
2016AAAISPAN: Understanding a Question with Its Support Answers.Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
2016AAAIText Matching as Image Recognition.Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng
2016AAAIA Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations.Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng
2016ECIRBeyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval.Liu Yang, Qingyao Ai, Damiano Spina, Ruey-Cheng Chen, Liang Pang, W. Bruce Croft, Jiafeng Guo, Falk Scholer
2016IJCAIMatch-SRNN: Modeling the Recursive Matching Structure with Spatial RNN.Shengxian Wan, Yanyan Lan, Jun Xu, Jiafeng Guo, Liang Pang, Xueqi Cheng
2014GRCA hybrid approach of PTSVM and ELM inspired by samples' geometric distribution structure.Hong Hu, Panyi Ouyang, Liang Pang, Zhongzhi Shi
2013GRCGranular computing in visual haze-free task.Hong Hu, Liang Pang, Dongping Tian, Zhongzhi Shi
2012HAISA Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm.Liang Pang, Kai Xiao, Alei Liang, Haibing Guan