Yongliang Shen

111 papers A* 18A 1Journal 66Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution. CoRR Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen
2026	J	`jnl`	Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning. CoRR Aozhe Wang, Yuchen Yan, Nan Zhou, Zhengxi Lu, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen
2026	A*	`conf`	GUI-G²: Gaussian Reward Modeling for GUI Grounding. AAAI Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2026	J	`jnl`	InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning. CoRR Yuchen Yan, Liang Jiang, Jin Jiang, Shuaicheng Li, Zujie Wen, Zhiqiang Zhang, Jun Zhou, Jian Shao, Yueting Zhuang, Yongliang Shen
2026	A*	`conf`	Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos. AAAI Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu
2026	J	`jnl`	Spatial Context-Aware Dynamic Fusion With Mixture-of-Experts for Wireless Localization. IEEE J. Sel. Areas Commun. Bohao Wang, Chenwei Wu, Chongwen Huang, Yongliang Shen, Zhaohui Yang, Qianqian Yang, Zhaoyang Zhang, Sami Muhaidat, Chau Yuen
2026	A*	`conf`	Test-Time Reinforcement Learning for GUI Grounding via Region Consistency. AAAI Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen
2025	J	`jnl`	2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining. CoRR Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing
2025	J	`jnl`	A Survey on (M)LLM-Based GUI Agents. CoRR Fei Tang, Haolei Xu, Hang Zhang, Siqi Chen, Xingyu Wu, Yongliang Shen, Wenqi Zhang, Guiyang Hou, Zeqi Tan, Yuchen Yan, Kaitao Song, Jian Shao, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	Active Confusion Expression in Large Language Models: Leveraging World Models toward Better Social Reasoning. CoRR Jialu Du, Guiyang Hou, Yihui Fu, Chen Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu
2025	A*	`conf`	AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. EMNLP Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu
2025	J	`jnl`	AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. CoRR Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu
2025	J	`jnl`	Chain-of-Model Learning for Language Model. CoRR Kaitao Song, Xiaohua Wang, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, Cen Lu, Zihao Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu
2025	J	`jnl`	Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models. CoRR Haitao Hong, Yuchen Yan, Xingyu Wu, Guiyang Hou, Wenqi Zhang, Weiming Lu, Yongliang Shen, Jun Xiao
2025	—	`conf`	DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL. EMNLP (Findings) Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu
2025	J	`jnl`	DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL. CoRR Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu
2025	J	`jnl`	DeepTelecom: A Digital-Twin Deep Learning Dataset for Channel and MIMO Applications. CoRR Bohao Wang, Zehua Jiang, Zhenyu Yang, Chongwen Huang, Yongliang Shen, Siming Jiang, Chen Zhu, Zhaohui Yang, Richeng Jin, Zhaoxiang Zhang, Sami Muhaidat, Mérouane Debbah
2025	J	`jnl`	Dynamical Multimodal Fusion with Mixture-of-Experts for Localizations. CoRR Bohao Wang, Zitao Shuai, Fenghao Zhu, Chongwen Huang, Yongliang Shen, Zhaoyang Zhang, Qianqian Yang, Sami Muhaidat, Mérouane Debbah
2025	—	`conf`	EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction. NAACL (Long Papers) Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
2025	J	`jnl`	EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering. CoRR Haolei Xu, Xinyu Mei, Yuchen Yan, Rui Zhou, Wenqi Zhang, Weiming Lu, Yueting Zhuang, Yongliang Shen
2025	J	`jnl`	Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks. CoRR Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Weiming Lu, Peng Li, Yueting Zhuang
2025	J	`jnl`	EviNote-RAG: Enhancing RAG Models via Answer-Supportive Evidence Notes. CoRR Yuqin Dai, Guoqing Wang, Yuan Wang, Kairan Dou, Kaichen Zhou, Zhanwei Zhang, Shuo Yang, Fei Tang, Jun Yin, Pengyu Zeng, Zhenzhe Ying, Can Yi, Changhua Meng, Yuchen Zhou, Yongliang Shen, Shuai Lu
2025	J	`jnl`	GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts. CoRR Fan Yuan, Yuchen Yan, Yifan Jiang, Haoran Zhao, Tao Feng, Jinyan Chen, Yanwei Lou, Wenqi Zhang, Yongliang Shen, Wei-ming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	GUI-G CoRR Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	Hierarchical Budget Policy Optimization for Adaptive Reasoning. CoRR Shangke Lyu, Linjuan Wu, Yuchen Yan, Xingyu Wu, Hao Li, Yongliang Shen, Peisheng Jiang, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models. CoRR Yuchen Yan, Yongliang Shen, Yang Liu, Jin Jiang, Mengdi Zhang, Jian Shao, Yueting Zhuang
2025	J	`jnl`	LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization. CoRR Xingyu Wu, Yuchen Yan, Shangke Lyu, Linjuan Wu, Yiwen Qiu, Yongliang Shen, Weiming Lu, Jian Shao, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	Let LLMs Break Free from Overthinking via Self-Braking Tuning. CoRR Haoran Zhao, Yuchen Yan, Yongliang Shen, Haolei Xu, Wenqi Zhang, Kaitao Song, Jian Shao, Wei-ming Lu, Jun Xiao, Yueting Zhuang
2025	—	`conf`	Logic: Long-form Outline Generation via Imitative and Critical Self-refinement. EMNLP (Findings) Hengwei Liu, Yongliang Shen, Zhe Zheng, Haoyuan Ma, Xingyu Wu, Yin Zhang, Weiming Lu
2025	J	`jnl`	MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task. CoRR Yuchen Yan, Yongliang Shen, Yang Liu, Jin Jiang, Xin Xu, Mengdi Zhang, Jian Shao, Yueting Zhuang
2025	J	`jnl`	Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning. CoRR Haolei Xu, Yuchen Yan, Yongliang Shen, Wenqiao Zhang, Guiyang Hou, Shengpei Jiang, Kaitao Song, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks. CoRR Zixuan Wang, Dingming Li, Hongxing Li, Shuo Chen, Yuchen Yan, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	—	`conf`	STaR-SQL: Self-Taught Reasoner for Text-to-SQL. ACL (1) Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu
2025	J	`jnl`	STaR-SQL: Self-Taught Reasoner for Text-to-SQL. CoRR Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu
2025	A*	`conf`	SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation. ACM Multimedia Siqi Chen, Xinyu Dong, Haolei Xu, Xingyu Wu, Fei Tang, Hang Zhang, Yuchen Yan, Linjuan Wu, Wenqi Zhang, Guiyang Hou, Yongliang Shen, Weiming Lu, Yueting Zhuang
2025	J	`jnl`	SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation. CoRR Siqi Chen, Xinyu Dong, Haolei Xu, Xingyu Wu, Fei Tang, Hang Zhang, Yuchen Yan, Linjuan Wu, Wenqi Zhang, Guiyang Hou, Yongliang Shen, Weiming Lu, Yueting Zhuang
2025	—	`conf`	Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities. ACL (Findings) Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu
2025	J	`jnl`	SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models. CoRR Hongxing Li, Dingming Li, Zixuan Wang, Yuchen Yan, Hang Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	Test-Time Reinforcement Learning for GUI Grounding via Region Consistency. CoRR Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen
2025	J	`jnl`	Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems. CoRR Fei Tang, Yongliang Shen, Hang Zhang, Siqi Chen, Guiyang Hou, Wenqi Zhang, Wenqiao Zhang, Kaitao Song, Weiming Lu, Yueting Zhuang
2025	J	`jnl`	TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence. CoRR Guiyang Hou, Xing Gao, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu
2025	J	`jnl`	UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning. CoRR Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming-Hsuan Yang, Fei Huang, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models. CoRR Yuchen Yan, Jin Jiang, Zhenbang Ren, Yijun Li, Xudong Cai, Yang Liu, Xin Xu, Mengdi Zhang, Jian Shao, Yongliang Shen, Jun Xiao, Yueting Zhuang
2025	J	`jnl`	ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models. CoRR Dingming Li, Hongxing Li, Zixuan Wang, Yuchen Yan, Hang Zhang, Siqi Chen, Guiyang Hou, Shengpei Jiang, Wenqiao Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang
2024	A*	`conf`	Advancing Process Verification for Large Language Models via Tree-Based Preference Learning. EMNLP Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu
2024	J	`jnl`	Advancing Process Verification for Large Language Models via Tree-Based Preference Learning. CoRR Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu
2024	—	`conf`	Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization. ACL (1) Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu
2024	J	`jnl`	Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization. CoRR Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu
2024	J	`jnl`	EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction. CoRR Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
2024	J	`jnl`	Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective. CoRR Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu
2024	J	`jnl`	GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation. CoRR Fei Tang, Yongliang Shen, Hang Zhang, Zeqi Tan, Wenqi Zhang, Guiyang Hou, Kaitao Song, Weiming Lu, Yueting Zhuang
2024	—	`conf`	Insert or Attach: Taxonomy Completion via Box Embedding. ACL (1) Wei Xue, Yongliang Shen, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2024	—	`conf`	Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning. ACL (1) Zeqi Tan, Yongliang Shen, Xiaoxia Cheng, Chang Zong, Wenqi Zhang, Jian Shao, Weiming Lu, Yueting Zhuang
2024	J	`jnl`	MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation. CoRR Haoyu Zheng, Wenqiao Zhang, Zheqi Lv, Yu Zhong, Yang Dai, Jianxiang An, Yongliang Shen, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang
2024	A*	`conf`	Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model. EMNLP Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
2024	J	`jnl`	Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model. CoRR Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
2024	—	`conf`	Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models. ACL (Findings) Guiyang Hou, Yongliang Shen, Weiming Lu
2024	—	`conf`	Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives. ACL (1) Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu
2024	J	`jnl`	Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives. CoRR Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu
2024	J	`jnl`	Specialized Mathematical Solving by a Step-By-Step Expression Chain Generation. IEEE ACM Trans. Audio Speech Lang. Process. Wenqi Zhang, Yongliang Shen, Guiyang Hou, Kuangyi Wang, Weiming Lu
2024	A*	`conf`	TaskBench: Benchmarking Large Language Models for Task Automation. NeurIPS Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang
2024	—	`conf`	TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. ACL (Findings) Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu
2024	J	`jnl`	TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. CoRR Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu
2023	—	`conf`	A Set Prediction Network For Extractive Summarization. ACL (Findings) Xiaoxia Cheng, Yongliang Shen, Weiming Lu
2023	A*	`conf`	An Expression Tree Decoding Strategy for Mathematical Equation Generation. EMNLP Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu
2023	J	`jnl`	An Expression Tree Decoding Strategy for Mathematical Equation Generation. CoRR Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu
2023	J	`jnl`	Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow. CoRR Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang
2023	—	`conf`	DiffusionNER: Boundary Diffusion for Named Entity Recognition. ACL (1) Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023	J	`jnl`	DiffusionNER: Boundary Diffusion for Named Entity Recognition. CoRR Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023	—	`conf`	Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization. EMNLP (Findings) Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu
2023	A*	`conf`	HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face. NeurIPS Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023	J	`jnl`	HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace. CoRR Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
2023	A*	`conf`	MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition. EMNLP Shuhui Wu, Yongliang Shen, Zeqi Tan, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2023	J	`jnl`	MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition. CoRR Shuhui Wu, Yongliang Shen, Zeqi Tan, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2023	—	`conf`	PromptNER: Prompt Locating and Typing for Named Entity Recognition. ACL (1) Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang
2023	J	`jnl`	PromptNER: Prompt Locating and Typing for Named Entity Recognition. CoRR Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang
2023	J	`jnl`	TaskBench: Benchmarking Large Language Models for Task Automation. CoRR Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang
2023	J	`jnl`	Taxonomy Completion with Probabilistic Scorer via Box Embedding. CoRR Wei Xue, Yongliang Shen, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu
2022	A*	`conf`	A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation. IJCAI Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu
2022	J	`jnl`	A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation. CoRR Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu
2022	—	`conf`	DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. SemEval@NAACL Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang
2022	J	`jnl`	DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. CoRR Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang
2022	—	`conf`	De-Bias for Generative Extraction in Unified NER Task. ACL (1) Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu
2022	—	`conf`	Minimally-Supervised Relation Induction from Pre-trained Language Model. NAACL-HLT (Findings) Lu Sun, Yongliang Shen, Weiming Lu
2022	A	`conf`	Molecular Substructure-Aware Network for Drug-Drug Interaction Prediction. CIKM Xinyu Zhu, Yongliang Shen, Weiming Lu
2022	J	`jnl`	Molecular Substructure-Aware Network for Drug-Drug Interaction Prediction. CoRR Xinyu Zhu, Yongliang Shen, Weiming Lu
2022	—	`conf`	Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. EMNLP (Findings) Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu
2022	J	`jnl`	Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. CoRR Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu
2022	—	`conf`	Parallel Instance Query Network for Named Entity Recognition. ACL (1) Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang
2022	J	`jnl`	Parallel Instance Query Network for Named Entity Recognition. CoRR Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang
2022	A*	`conf`	Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt. IJCAI Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu
2022	J	`jnl`	Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt. CoRR Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu
2022	A*	`conf`	Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition. IJCAI Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu
2022	J	`jnl`	Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition. CoRR Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu
2022	A*	`conf`	Query-based Instance Discrimination Network for Relational Triple Extraction. EMNLP Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang
2022	J	`jnl`	Query-based Instance Discrimination Network for Relational Triple Extraction. CoRR Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang
2022	—	`conf`	Towards Data-Efficient Detection Transformers. ECCV (9) Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao
2022	J	`jnl`	Towards Data-Efficient Detection Transformers. CoRR Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao
2021	A*	`conf`	A Sequence-to-Set Network for Nested Named Entity Recognition. IJCAI Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang
2021	J	`jnl`	A Sequence-to-Set Network for Nested Named Entity Recognition. CoRR Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang
2021	A*	`conf`	A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction. WWW Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu
2021	J	`jnl`	A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction. CoRR Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu
2021	—	`conf`	Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data. NAACL-HLT Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu
2021	—	`conf`	Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. ACL/IJCNLP (1) Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu
2021	J	`jnl`	Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. CoRR Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu
2020	—	`conf`	Adversarial Self-Supervised Data-Free Distillation for Text Classification. EMNLP (1) Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu
2020	J	`jnl`	Adversarial Self-Supervised Data-Free Distillation for Text Classification. CoRR Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu
2020	—	`conf`	Boosting Cross-lingual Entity Alignment with Textual Embedding. NLPCC (2) Wei Xu, Chen Chen, Chenghao Jia, Yongliang Shen, Xinyin Ma, Weiming Lu
2020	A*	`conf`	Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network. IJCAI Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu
2020	J	`jnl`	Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network. CoRR Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu
2020	—	`conf`	SynET: Synonym Expansion using Transitivity. EMNLP (Findings) Jiale Yu, Yongliang Shen, Xinyin Ma, Chenghao Jia, Chen Chen, Weiming Lu