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Yongliang Shen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

53

Venues

10

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

53 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITest-Time Reinforcement Learning for GUI Grounding via Region Consistency.Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen
2026AAAIReality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos.Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu
2026AAAIGUI-G²: Gaussian Reward Modeling for GUI Grounding.Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2026ACLToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units.Guiyang Hou, Xiang Huang, Shangke Lyu, Yuchuan Wu, Weiyao Luo, Xinyu Mei, Yongliang Shen, Weiming Lu, Yongbin Li
2026ACLLeveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning.Hengwei Liu, Haoyuan Ma, Qingqing Lyu, Daoxin Zhang, Yao Hu, Yongliang Shen, Yin Zhang, Weiming Lu
2026ACLUI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization.Zhengxi Lu, Fei Tang, Guangyi Liu, Jin Ma, Kaitao Song, Xu Tan, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen
2026ACLExperience-driven Multi-turn Reinforcement Learning for GUI Agents.Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang
2026ACLAutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs.Qingqing Lyu, Linjuan Wu, Yongliang Shen, Hengwei Liu, Hao Li, Shengpei Jiang, Yin Zhang, Weiming Lu
2026ACLCoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution.Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen
2026ACLPause or Fabricate? Training Language Models for Grounded Reasoning.Yiwen Qiu, Linjuan Wu, Yizhou Liu, Yuchen Yan, Jin Ma, Xu Tan, Yao Hu, Daoxin Zhang, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen
2026ACLSeeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts.Haolei Xu, Haiwen Hong, Hongxing Li, Rui Zhou, Yang Zhang, Longtao Huang, Hui Xue, Yongliang Shen, Weiming Lu, Yueting Zhuang
2026ACLHow Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities.Ziwen Xu, Kewei Xu, Haoming Xu, Haiwen Hong, Longtao Huang, Hui Xue, Ningyu Zhang, Yongliang Shen, Guozhou Zheng, Huajun Chen, Shumin Deng
2026ACLPhun-Bench: Evaluating LLMs on Phonological Understanding in Chinese.Xing Yue, Yongliang Shen, Weiming Lu
2026ACLEmbodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks.Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Jiajun Liu, Weiming Lu, Peng Li, Yueting Zhuang
2025ACLSTaR-SQL: Self-Taught Reasoner for Text-to-SQL.Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu
2025ACLScaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities.Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu
2025EMNLPLogic: Long-form Outline Generation via Imitative and Critical Self-refinement.Hengwei Liu, Yongliang Shen, Zhe Zheng, Haoyuan Ma, Xingyu Wu, Yin Zhang, Weiming Lu
2025EMNLPDB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL.Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu
2025EMNLPAskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification.Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu
2025ICCV2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining.Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing
2025NAACLEASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
2024ACLProgressive Tuning: Towards Generic Sentiment Abilities for Large Language Models.Guiyang Hou, Yongliang Shen, Weiming Lu
2024ACLTimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind.Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu
2024ACLLearning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning.Zeqi Tan, Yongliang Shen, Xiaoxia Cheng, Chang Zong, Wenqi Zhang, Jian Shao, Weiming Lu, Yueting Zhuang
2024ACLInsert or Attach: Taxonomy Completion via Box Embedding.Wei Xue, Yongliang Shen, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2024ACLSelf-Contrast: Better Reflection Through Inconsistent Solving Perspectives.Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu
2024ACLAgent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization.Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu
2024EMNLPAdvancing Process Verification for Large Language Models via Tree-Based Preference Learning.Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu
2024EMNLPMultimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model.Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
2023ACLDiffusionNER: Boundary Diffusion for Named Entity Recognition.Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023ACLPromptNER: Prompt Locating and Typing for Named Entity Recognition.Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang
2023ACLA Set Prediction Network For Extractive Summarization.Xiaoxia Cheng, Yongliang Shen, Weiming Lu
2023EMNLPEnhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization.Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu
2023EMNLPMProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition.Shuhui Wu, Yongliang Shen, Zeqi Tan, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2023EMNLPAn Expression Tree Decoding Strategy for Mathematical Equation Generation.Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu
2022ACLParallel Instance Query Network for Named Entity Recognition.Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang
2022ACLDe-Bias for Generative Extraction in Unified NER Task.Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu
2022CIKMMolecular Substructure-Aware Network for Drug-Drug Interaction Prediction.Xinyu Zhu, Yongliang Shen, Weiming Lu
2022ECCVTowards Data-Efficient Detection Transformers.Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao
2022EMNLPQuery-based Instance Discrimination Network for Relational Triple Extraction.Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang
2022EMNLPMulti-View Reasoning: Consistent Contrastive Learning for Math Word Problem.Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu
2022IJCAIPrompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt.Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu
2022IJCAIPropose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition.Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu
2022IJCAIA Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation.Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu
2022NAACLMinimally-Supervised Relation Induction from Pre-trained Language Model.Lu Sun, Yongliang Shen, Weiming Lu
2021ACLLocate and Label: A Two-stage Identifier for Nested Named Entity Recognition.Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu
2021IJCAIA Sequence-to-Set Network for Nested Named Entity Recognition.Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang
2021NAACLHeterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data.Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu
2021WWWA Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction.Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu
2020EMNLPAdversarial Self-Supervised Data-Free Distillation for Text Classification.Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu
2020EMNLPSynET: Synonym Expansion using Transitivity.Jiale Yu, Yongliang Shen, Xinyin Ma, Chenghao Jia, Chen Chen, Weiming Lu
2020IJCAIMulti-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network.Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu
2019HCIExploration of the Interactive Narrative Modes and Application Form of AR Animations.Yongliang Shen, Bosi Niu