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Juntao Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

93

Venues

21

Active years

2008–2026

Best venue rank

A*

Where they publish

Papers

93 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning.Zechen Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Qiaoming Zhu
2026ACLEscaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection.Linxuan Du, Guangquan Xue, Xiaobo Liang, Qipeng Huang, Yuyang Ding, Xinyu Shi, Zhang Yijun, Ji Qi, Wenpeng Zhu, Juntao Li, Min Zhang
2026ACLDUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward.Xiaobo Liang, Wanfu Wang, Qipeng Huang, Yuyang Ding, Zecheng Tang, Yixin Ji, Qianben Chen, Zhe Zhao, Kehai Chen, Juntao Li, Min Zhang
2026ACLIS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking.Zechen Sun, Yuyang Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Guotong Geng, Min Zhang
2026ACLCrossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains.Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu
2026ACLEfficient Reasoning for LLMs through Speculative Chain-of-Thought.Jikai Wang, Juntao Li, Jianye Hou, Yan Bowen, Lijun Wu, Min Zhang
2026ACLBatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs.Yue Wang, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Morunliu Yang, Wanshun Chen, Huang Liu, Jiadi Yao, Xin He, Qu Yang, Qingxuan Jiang, Fanghua Ye, Juntao Li, Zhaopeng Tu, Xiaolong Li, Liefeng Bo, Min Zhang
2026ACLWhen Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning.Yang Xiang, Yixin Ji, Ruotao Xu, Dan Qiao, Zheming Yang, Juntao Li, Min Zhang
2026ACLWhen to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning.Ruotao Xu, Yixin Ji, Yu Luo, Jinpeng Li, Dong Li, Peifeng Li, Juntao Li, Min Zhang
2026ACLBeyond Task-Level Context: Class-Conditional Context Vectors for Implicit In-Context Learning.Jianxin Zhang, Yilu Hu, Teng Liu, Pei Guo, Juntao Li
2025ACLAccurate KV Cache Quantization with Outlier Tokens Tracing.Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
2025ACL\mathcalA³: Automatic Alignment Framework for Attributed Text Generation.Yue Wang, Haoke Zhang, Juntao Li, Jinxiong Chang, Min Zhang
2025ACLUnleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch.Yuyang Ding, Xinyu Shi, Xiaobo Liang, Juntao Li, Zhaopeng Tu, Qiaoming Zhu, Min Zhang
2025ACLTool learning via Inference-time Scaling and Cycle Verifier.Xiaobo Liang, Wenjin Xie, Juntao Li, Wanfu Wang, Yibin Chen, Kehai Chen, Min Zhang
2025ACLGenerative Reward Modeling via Synthetic Criteria Preference Learning.Xiaobo Liang, Haoke Zhang, Juntao Li, Kehai Chen, Qiaoming Zhu, Min Zhang
2025ACLDecoder-Only LLMs can be Masked Auto-Encoders.Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu, Pengcheng Lu, Minghui Qiu, Juntao Li, Min Zhang
2025ACLL-CiteEval: A Suite for Evaluating Fidelity of Long-context Models.Zecheng Tang, Keyan Zhou, Juntao Li, Baibei Ji, Jianye Hou, Min Zhang
2025ACLAn Empirical Study of Iterative Refinements for Non-autoregressive Translation.Yisheng Xiao, Pei Guo, Zechen Sun, Juntao Li, Kai Song, Min Zhang
2025ACLUnveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models.Yisheng Xiao, Juntao Li, Wenpeng Hu, Zhunchen Luo, Min Zhang
2025ACLFrom Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning.Wenjing Xie, Xiaobo Liang, Juntao Li, Wanfu Wang, Kehai Chen, Qiaoming Zhu, Min Zhang
2025ACLRevealing and Mitigating the Local Pattern Shortcuts of Mamba.Wangjie You, Zecheng Tang, Juntao Li, Lili Yao, Min Zhang
2025ACLUnlocking Recursive Thinking of LLMs: Alignment via Refinement.Haoke Zhang, Xiaobo Liang, Cunxiang Wang, Juntao Li, Min Zhang
2025ACLALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models.Yuechi Zhou, Chuyue Zhou, Jianxin Zhang, Juntao Li, Min Zhang
2025COLINGA Survey of Generative Information Extraction.Zikang Zhang, Wangjie You, Tianci Wu, Xinrui Wang, Juntao Li, Min Zhang
2025EMNLPMMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents.Kehang Jia, Juntao Li, Xiaobo Liang, Yisheng Xiao, Yixuan Yang, Min Zhang
2025EMNLPAlignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification.Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhe-Feng Wang, Baoxing Huai, Min Zhang
2025ICLRBeware of Calibration Data for Pruning Large Language Models.Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
2025ICLRRevealing and Mitigating Over-Attention in Knowledge Editing.Pinzheng Wang, Zecheng Tang, Keyan Zhou, Juntao Li, Qiaoming Zhu, Min Zhang
2025ICMLLOGO - Long cOntext aliGnment via efficient preference Optimization.Zecheng Tang, Zechen Sun, Juntao Li, Qiaoming Zhu, Min Zhang
2025ICMLImproving Rationality in the Reasoning Process of Language Models through Self-playing Game.Pinzheng Wang, Juntao Li, Zecheng Tang, Haijia Gui, Min Zhang
2025INLGTaming the Titans: A Survey of Efficient LLM Inference Serving.Ranran Zhen, Juntao Li, Yixin Ji, Zhenlin Yang, Tong Liu, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Min Zhang
2025SIGMETRICSMicrons: Connection Subsetting for Microservices in Shared Clusters.Jianxiong Liao, Juntao Li, Zhi Zhou, Fei Xu, Fangming Liu, Xu Chen
2024ACLRethinking Negative Instances for Generative Named Entity Recognition.Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Yan Bowen, Min Zhang
2024ACLExploring Reversal Mathematical Reasoning Ability for Large Language Models.Pei Guo, Wangjie You, Juntao Li, Bowen Yan, Min Zhang
2024ACLLiving in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang
2024ACLDemonstration Augmentation for Zero-shot In-context Learning.Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen, Min Zhang
2024ACLEfficient Domain Adaptation for Non-Autoregressive Machine Translation.Wangjie You, Pei Guo, Juntao Li, Kehai Chen, Min Zhang
2024ACMLWhen and How to Grow? On Efficient Pre-training via Model Growth.Jikai Wang, Juntao Li, Min Zhang, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai
2024COLINGExploring and Mitigating Shortcut Learning for Generative Large Language Models.Zechen Sun, Yisheng Xiao, Juntao Li, Yixin Ji, Wenliang Chen, Min Zhang
2024COLINGTowards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model.Yue Wang, Zilong Zheng, Juntao Li, Zhihui Liu, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang
2024ECAITabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model.Xu Yan, Lei Geng, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
2024EMNLPRetrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering.Yixin Ji, Kaixin Wu, Juntao Li, Wei Chen, Mingjie Zhong, Jia Xu, Min Zhang
2024EMNLPAdaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization.Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Kehai Chen, Min Zhang
2024EMNLPCMD: a framework for Context-aware Model self-Detoxification.Zecheng Tang, Keyan Zhou, Juntao Li, Yuyang Ding, Pinzheng Wang, Yan Bowen, Renjie Hua, Min Zhang
2024EMNLPAchieving Stronger Generation via Simple Contrastive Tuning.Zhimeng Wang, Pinzheng Wang, Juntao Li, Yibin Chen, Min Zhang
2024ICLRLayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models.Zecheng Tang, Chenfei Wu, Juntao Li, Nan Duan
2024ICLRAre Bert Family Good Instruction Followers? A Study on Their Potential And Limitations.Yisheng Xiao, Juntao Li, Zechen Sun, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Min Zhang
2024ICMLStrokeNUWA - Tokenizing Strokes for Vector Graphic Synthesis.Zecheng Tang, Chenfei Wu, Zekai Zhang, Minheng Ni, Shengming Yin, Yu Liu, Zhengyuan Yang, Lijuan Wang, Zicheng Liu, Juntao Li, Nan Duan
2024WSDMTowards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline.Yue Wang, Zilong Zheng, Zecheng Tang, Juntao Li, Zhihui Liu, Kunlong Chen, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Min Zhang
2023AAAIRenewNAT: Renewing Potential Translation for Non-autoregressive Transformer.Pei Guo, Yisheng Xiao, Juntao Li, Min Zhang
2023AAAIAMOM: Adaptive Masking over Masking for Conditional Masked Language Model.Yisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Tie-Yan Liu, Min Zhang
2023ACLEarly Exit with Disentangled Representation and Equiangular Tight Frame.Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
2023ACLDynamic and Efficient Inference for Text Generation via BERT Family.Xiaobo Liang, Juntao Li, Lijun Wu, Ziqiang Cao, Min Zhang
2023ACLOpen-ended Long Text Generation via Masked Language Modeling.Xiaobo Liang, Zecheng Tang, Juntao Li, Min Zhang
2023ACLCan Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao, Min Zhang
2023ACLCORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection.Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang
2023ACLTowards Better Hierarchical Text Classification with Data Generation.Yue Wang, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang
2023EMNLPKBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model.Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
2023EMNLPIsotropy-Enhanced Conditional Masked Language Models.Pei Guo, Yisheng Xiao, Juntao Li, Yixin Ji, Min Zhang
2023EMNLPIsotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models.Yixin Ji, Jikai Wang, Juntao Li, Hai Ye, Min Zhang
2023EMNLPBeware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering.Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
2023EMNLPEfficient Continue Training of Temporal Language Model with Structural Information.Zhaochen Su, Juntao Li, Zikang Zhang, Zihan Zhou, Min Zhang
2023EMNLPG-SPEED: General SParse Efficient Editing MoDel.Haoke Zhang, Yue Wang, Juntao Li, Xiabing Zhou, Min Zhang
2023EMNLPINFORM : Information eNtropy based multi-step reasoning FOR large language Models.Chuyue Zhou, Wangjie You, Juntao Li, Jing Ye, Kehai Chen, Min Zhang
2023KDDCT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation.Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin
2022COLINGGated Mechanism Enhanced Multi-Task Learning for Dialog Routing.Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao
2022COLINGSelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training.Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
2022EMNLPJANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation.Xiaobo Liang, Lijun Wu, Juntao Li, Min Zhang
2022EMNLPImproving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change.Zhaochen Su, Zecheng Tang, Xinyan Guan, Lijun Wu, Min Zhang, Juntao Li
2022EMNLPRobust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study.Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng
2022IJCAIImage-text Retrieval: A Survey on Recent Research and Development.Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang
2021AAAIContent Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling.Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao
2021ACLEnhancing the Open-Domain Dialogue Evaluation in Latent Space.Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan
2021NAACLLearning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study.Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan
2021WWWHow does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution.Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan
2020AAAICross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce.Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan
2020AAAIA Character-Centric Neural Model for Automated Story Generation.Danyang Liu, Juntao Li, Meng-Hsuan Yu, Ziming Huang, Gongshen Liu, Dongyan Zhao, Rui Yan
2020AAAIDraft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder.Meng-Hsuan Yu, Juntao Li, Danyang Liu, Bo Tang, Haisong Zhang, Dongyan Zhao, Rui Yan
2020EMNLPFeature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training.Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing
2020ICDCSA Community Platform for Research on Pricing and Distributed Machine Learning.Xuanzhe Li, Samuel Gomena, Logan Ballard, Juntao Li, Ehsan Aryafar, Carlee Joe-Wong
2020IJCAIUnsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model.Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan
2019AAAILearning to Write Stories with Thematic Consistency and Wording Novelty.Juntao Li, Lidong Bing, Lisong Qiu, Dongmin Chen, Dongyan Zhao, Rui Yan
2019AAAIInsufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation.Juntao Li, Lisong Qiu, Bo Tang, Dongmin Chen, Dongyan Zhao, Rui Yan
2019ACLAre Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References.Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, Rui Yan
2019DICTATemporal 3D Fully Connected Network for Water-Hazard Detection.Juntao Li, Chuong V. Nguyen, Shaodi You
2019EMNLPStick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation.Zhangming Chan, Xiuying Chen, Yongliang Wang, Juntao Li, Zhiqiang Zhang, Kun Gai, Dongyan Zhao, Rui Yan
2019EMNLPModeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders.Zhangming Chan, Juntao Li, Xiaopeng Yang, Xiuying Chen, Wenpeng Hu, Dongyan Zhao, Rui Yan
2019ISMARRealtime Water-Hazard Detection and Visualisation for Autonomous Navigation and Advanced Driving Assistance.Juntao Li, Chuong V. Nguyen
2019PRICAIBoosting Variational Generative Model via Condition Enhancing and Lexical-Editing.Zhengwei Tao, Waiman Si, Juntao Li, Dongyan Zhao, Rui Yan
2018EMNLPGenerating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training.Juntao Li, Yan Song, Haisong Zhang, Dongmin Chen, Shuming Shi, Dongyan Zhao, Rui Yan
2018IJCAIKnowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement.Yue Hu, Juntao Li, Xi Li, Gang Pan, Mingliang Xu
2017SEKELogical Tree and Complex Event Processing in Power Systems.Juntao Li, Yu Huang
2008APBCNear-sigmoid Modeling to Simultaneously Profile Genome-wide DNA Replication Timing and Efficiency in Single DNA Replication Microarray Studies.Juntao Li, Majid Eshaghi, Jianhua Liu, Karuturi R. Krishna Murthy