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Lingpeng Kong

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

92

Venues

11

Active years

2014–2026

Best venue rank

A*

Where they publish

Papers

92 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment.Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2026ACLSAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution.Xiachong Feng, Yi Jiang, Xiaocheng Feng, Deyi Yin, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Yuxuan Gu, Chonghan Qin, Bing Qin, Lingpeng Kong
2026ACLStratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play.Xiachong Feng, Deyi Yin, Xiaocheng Feng, Yi Jiang, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Qiming Li, Yuxuan Gu, Bing Qin, Lingpeng Kong
2026ACLImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models.Chonghan Qin, Xiachong Feng, Weitao Ma, Xiaocheng Feng, Lingpeng Kong
2026ACLOS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows.Qiushi Sun, Mukai Li, Zhoumianze Liu, Zhihui Xie, Fangzhi Xu, Zhangyue Yin, Kanzhi Cheng, Zehao Li, Zichen Ding, Qi Liu, Zhiyong Wu, Zhuosheng Zhang, Ben Kao, Lingpeng Kong
2025ACLReasoning Does Not Necessarily Improve Role-Playing Ability.Xiachong Feng, Longxu Dou, Lingpeng Kong
2025ACLAlleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning.Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin
2025ACLPromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models.Xueliang Zhao, Wei Wu, Jian Guan, Lingpeng Kong
2025COLINGExploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks.Qintong Li, Leyang Cui, Lingpeng Kong, Wei Bi
2025CVPRVL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models.Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu
2025EMNLPLong Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition.Chenxin An, Zhihui Xie, Xiaonan Li, Ming Zhong, Shansan Gong, Lei Li, Jun Zhang, Jingjing Xu, Lingpeng Kong
2025EMNLPDeveloping and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models.Jiyue Jiang, Alfred Kar Yin Truong, Yanyu Chen, Qinghang Bao, Sheng Wang, Pengan Chen, Jiuming Wang, Lingpeng Kong, Yu Li, Chuan Wu
2025EMNLPRecipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions.Zirui Wu, Xiao Liu, Jiayi Li, Lingpeng Kong, Yansong Feng
2025EMNLPUNComp: Can Matrix Entropy Uncover Sparsity? - A Compressor Design from an Uncertainty-Aware Perspective.Jing Xiong, Jianghan Shen, Fanghua Ye, Chaofan Tao, Zhongwei Wan, Jianqiao Lu, Xun Wu, Chuanyang Zheng, Zhijiang Guo, Min Yang, Lingpeng Kong, Ngai Wong
2025EMNLPQSpec: Speculative Decoding with Complementary Quantization Schemes.Juntao Zhao, Wenhao Lu, Sheng Wang, Lingpeng Kong, Chuan Wu
2025EMNLPProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom.Jingqi Zhou, Sheng Wang, Jingwei Dong, Kai Liu, Lei Li, Jiahui Gao, Jiyue Jiang, Lingpeng Kong, Chuan Wu
2025ICLRJailbreaking as a Reward Misspecification Problem.Zhihui Xie, Jiahui Gao, Lei Li, Zhenguo Li, Qi Liu, Lingpeng Kong
2025ICLRTemporal Reasoning Transfer from Text to Video.Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu
2025ICLRWhy Does the Effective Context Length of LLMs Fall Short?Chenxin An, Jun Zhang, Ming Zhong, Lei Li, Shansan Gong, Yao Luo, Jingjing Xu, Lingpeng Kong
2025ICLRG-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model.Jiahui Gao, Renjie Pi, Jipeng Zhang, Jiacheng Ye, Wanjun Zhong, Yufei Wang, Lanqing Hong, Jianhua Han, Hang Xu, Zhenguo Li, Lingpeng Kong
2025ICLRScaling Diffusion Language Models via Adaptation from Autoregressive Models.Shansan Gong, Shivam Agarwal, Yizhe Zhang, Jiacheng Ye, Lin Zheng, Mukai Li, Chenxin An, Peilin Zhao, Wei Bi, Jiawei Han, Hao Peng, Lingpeng Kong
2025ICLRForewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration.Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong
2025ICLRNon-myopic Generation of Language Models for Reasoning and Planning.Chang Ma, Haiteng Zhao, Junlei Zhang, Junxian He, Lingpeng Kong
2025ICLRMoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards.Sheng Wang, Liheng Chen, Pengan Chen, Jingwei Dong, Boyang Xue, Jiyue Jiang, Lingpeng Kong, Chuan Wu
2025ICLRBeyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning.Jiacheng Ye, Jiahui Gao, Shansan Gong, Lin Zheng, Xin Jiang, Zhenguo Li, Lingpeng Kong
2025ICLRImplicit Search via Discrete Diffusion: A Study on Chess.Jiacheng Ye, Zhenyu Wu, Jiahui Gao, Zhiyong Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong
2025ICMLTeaching Language Models to Critique via Reinforcement Learning.Zhihui Xie, Jie Chen, Liyu Chen, Weichao Mao, Jingjing Xu, Lingpeng Kong
2025ICMLParallelComp: Parallel Long-Context Compressor for Length Extrapolation.Jing Xiong, Jianghan Shen, Chuanyang Zheng, Zhongwei Wan, Chenyang Zhao, Chiwun Yang, Fanghua Ye, Hongxia Yang, Lingpeng Kong, Ngai Wong
2025NAACLHow Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models.Jiyue Jiang, Pengan Chen, Liheng Chen, Sheng Wang, Qinghang Bao, Lingpeng Kong, Yu Li, Chuan Wu
2025NAACLFactTrack: Time-Aware World State Tracking in Story Outlines.Zhiheng Lyu, Kevin Yang, Lingpeng Kong, Dan Klein
2025NAACLImgTrojan: Jailbreaking Vision-Language Models with ONE Image.Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong
2024ACLMultimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models.Lei Li, Yuqi Wang, Runxin Xu, Peiyi Wang, Xiachong Feng, Lingpeng Kong, Qi Liu
2024ACLL-Eval: Instituting Standardized Evaluation for Long Context Language Models.Chenxin An, Shansan Gong, Ming Zhong, Xingjian Zhao, Mukai Li, Jun Zhang, Lingpeng Kong, Xipeng Qiu
2024ACLGSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers.Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi
2024ACLLoRA Meets Dropout under a Unified Framework.Sheng Wang, Liheng Chen, Jiyue Jiang, Boyang Xue, Lingpeng Kong, Chuan Wu
2024ACLLarge Language Models are not Fair Evaluators.Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui
2024ACLAchilles-Bench: A Challenging Benchmark for Low-Resource Evaluation.Yudong Wang, Chang Ma, Qingxiu Dong, Zhifang Sui, Lingpeng Kong, Jingjing Xu
2024ACLPRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA.Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang, Liheng Chen, Lingpeng Kong, Chuan Wu
2024ACLSEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving.Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong
2024ACLBBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models.Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong
2024EMNLPVLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment.Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2024EMNLPRetrieved Sequence Augmentation for Protein Representation Learning.Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Sheng Wang, Lingpeng Kong
2024ICLRLemur: Harmonizing Natural Language and Code for Language Agents.Yiheng Xu, Hongjin Su, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu
2024ICMLTraining-Free Long-Context Scaling of Large Language Models.Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong
2024ICMLSubgoal-based Demonstration Learning for Formal Theorem Proving.Xueliang Zhao, Wenda Li, Lingpeng Kong
2024ICMLSelf-Infilling Code Generation.Lin Zheng, Jianbo Yuan, Zhi Zhang, Hongxia Yang, Lingpeng Kong
2024NAACLMultilingual Machine Translation with Large Language Models: Empirical Results and Analysis.Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
2023AAAIUnsupervised Explanation Generation via Correct Instantiations.Sijie Cheng, Zhiyong Wu, Jiangjie Chen, Zhixing Li, Yang Liu, Lingpeng Kong
2023ACLSelf-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering.Zhiyong Wu, Yaoxiang Wang, Jiacheng Ye, Lingpeng Kong
2023ACLA Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment.Jiyue Jiang, Sheng Wang, Qintong Li, Lingpeng Kong, Chuan Wu
2023ACLExplanation Regeneration via Information Bottleneck.Qintong Li, Zhiyong Wu, Lingpeng Kong, Wei Bi
2023ACLLego-MT: Learning Detachable Models for Massively Multilingual Machine Translation.Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu
2023ACLSORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation.Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi, Rui Yan
2023ACLINK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation.Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen
2023CVPRFine-grained Audible Video Description.Xuyang Shen, Dong Li, Jinxing Zhou, Zhen Qin, Bowen He, Xiaodong Han, Aixuan Li, Yuchao Dai, Lingpeng Kong, Meng Wang, Yu Qiao, Yiran Zhong
2023EMNLPDiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models.Shansan Gong, Mukai Li, Jiangtao Feng, Zhiyong Wu, Lingpeng Kong
2023EMNLPCan Language Models Understand Physical Concepts?Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu
2023EMNLPDetGPT: Detect What You Need via Reasoning.Renjie Pi, Jiahui Gao, Shizhe Diao, Rui Pan, Hanze Dong, Jipeng Zhang, Lewei Yao, Jianhua Han, Hang Xu, Lingpeng Kong, Tong Zhang
2023EMNLPGenerating Data for Symbolic Language with Large Language Models.Jiacheng Ye, Chengzu Li, Lingpeng Kong, Tao Yu
2023ICLRSelf-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning.Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Weizhong Zhang, Xiaodan Liang, Zhenguo Li, Lingpeng Kong
2023ICLRDiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.Shansan Gong, Mukai Li, Jiangtao Feng, Zhiyong Wu, Lingpeng Kong
2023ICLRToeplitz Neural Network for Sequence Modeling.Zhen Qin, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong
2023ICLREfficient Attention via Control Variates.Lin Zheng, Jianbo Yuan, Chong Wang, Lingpeng Kong
2023ICMLCompositional Exemplars for In-context Learning.Jiacheng Ye, Zhiyong Wu, Jiangtao Feng, Tao Yu, Lingpeng Kong
2023ICMLCAB: Comprehensive Attention Benchmarking on Long Sequence Modeling.Jun Zhang, Shuyang Jiang, Jiangtao Feng, Lin Zheng, Lingpeng Kong
2022ACLLexical Knowledge Internalization for Neural Dialog Generation.Zhiyong Wu, Wei Bi, Xiang Li, Lingpeng Kong, Ben Kao
2022ACLEvent Transition Planning for Open-ended Text Generation.Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong
2022ACLABC: Attention with Bounded-memory Control.Hao Peng, Jungo Kasai, Nikolaos Pappas, Dani Yogatama, Zhaofeng Wu, Lingpeng Kong, Roy Schwartz, Noah A. Smith
2022ECCVAudio-Visual Segmentation.Jinxing Zhou, Jianyuan Wang, Jiayi Zhang, Weixuan Sun, Jing Zhang, Stan Birchfield, Dan Guo, Lingpeng Kong, Meng Wang, Yiran Zhong
2022EMNLPThe Devil in Linear Transformer.Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong
2022EMNLPUnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
2022EMNLPProGen: Progressive Zero-shot Dataset Generation via In-context Feedback.Jiacheng Ye, Jiahui Gao, Zhiyong Wu, Jiangtao Feng, Tao Yu, Lingpeng Kong
2022EMNLPZeroGen: Efficient Zero-shot Learning via Dataset Generation.Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong
2022EMNLPAn Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks.Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng
2022ICLRcosFormer: Rethinking Softmax In Attention.Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong
2022ICLRRevisiting Over-smoothing in BERT from the Perspective of Graph.Han Shi, Jiahui Gao, Hang Xu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong, Stephen M. S. Lee, James T. Kwok
2022ICMLRipple Attention for Visual Perception with Sub-quadratic Complexity.Lin Zheng, Huijie Pan, Lingpeng Kong
2022ICMLLinear Complexity Randomized Self-attention Mechanism.Lin Zheng, Chong Wang, Lingpeng Kong
2022NAACLLinguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling.Jakob Prange, Nathan Schneider, Lingpeng Kong
2021ACLGood for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation.Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao
2021ACLCascaded Head-colliding Attention.Lin Zheng, Zhiyong Wu, Lingpeng Kong
2021ICLRRandom Feature Attention.Hao Peng, Nikolaos Pappas, Dani Yogatama, Roy Schwartz, Noah A. Smith, Lingpeng Kong
2020ICLRA Mutual Information Maximization Perspective of Language Representation Learning.Lingpeng Kong, Cyprien de Masson d'Autume, Lei Yu, Wang Ling, Zihang Dai, Dani Yogatama
2019ICLRVariational Smoothing in Recurrent Neural Network Language Models.Lingpeng Kong, Gbor Melis, Wang Ling, Lei Yu, Dani Yogatama
2017EACLWhat Do Recurrent Neural Network Grammars Learn About Syntax?Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith
2017InterspeechMultitask Learning with CTC and Segmental CRF for Speech Recognition.Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith
2016EMNLPDistilling an Ensemble of Greedy Dependency Parsers into One MST Parser.Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Noah A. Smith
2016InterspeechSegmental Recurrent Neural Networks for End-to-End Speech Recognition.Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith, Steve Renals
2015EMNLPBayesian Optimization of Text Representations.Dani Yogatama, Lingpeng Kong, Noah A. Smith
2015NAACLTransforming Dependencies into Phrase Structures.Lingpeng Kong, Alexander M. Rush, Noah A. Smith
2014EMNLPA Dependency Parser for Tweets.Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, Archna Bhatia, Chris Dyer, Noah A. Smith
2014EMNLPDependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach.William Yang Wang, Lingpeng Kong, Kathryn Mazaitis, William W. Cohen