Yongliang Shen

According to our database, Yongliang Shen authored at least 67 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Test-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

CoRR, August, 2025

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks.

Zixuan Wang, Dingming Li, Hongxing Li, Shuo Chen, Yuchen Yan, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang

CoRR, August, 2025

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models.

Haitao Hong, Yuchen Yan, Xingyu Wu, Guiyang Hou, Wenqi Zhang, Weiming Lu, Yongliang Shen, Jun Xiao

CoRR, August, 2025

GUI-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

CoRR, July, 2025

Hierarchical Budget Policy Optimization for Adaptive Reasoning.

Shangke Lyu, Linjuan Wu, Yuchen Yan, Xingyu Wu, Hao Li, Yongliang Shen, Peisheng Jiang, Weiming Lu, Jun Xiao, Yueting Zhuang

CoRR, July, 2025

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization.

Xingyu Wu, Yuchen Yan, Shangke Lyu, Linjuan Wu, Yiwen Qiu, Yongliang Shen, Weiming Lu, Jian Shao, Jun Xiao, Yueting Zhuang

CoRR, July, 2025

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation.

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

CoRR, June, 2025

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence.

Guiyang Hou, Xing Gao, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu

CoRR, May, 2025

ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models.

Dingming Li, Hongxing Li, Zixuan Wang, Yuchen Yan, Hang Zhang, Siqi Chen, Guiyang Hou, Shengpei Jiang, Wenqiao Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang

CoRR, May, 2025

VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models.

Yuchen Yan, Jin Jiang, Zhenbang Ren, Yijun Li, Xudong Cai, Yang Liu, Xin Xu, Mengdi Zhang, Jian Shao, Yongliang Shen, Jun Xiao, Yueting Zhuang

CoRR, May, 2025

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning.

Haolei Xu, Yuchen Yan, Yongliang Shen, Wenqiao Zhang, Guiyang Hou, Shengpei Jiang, Kaitao Song, Weiming Lu, Jun Xiao, Yueting Zhuang

CoRR, May, 2025

Let LLMs Break Free from Overthinking via Self-Braking Tuning.

Haoran Zhao, Yuchen Yan, Yongliang Shen, Haolei Xu, Wenqi Zhang, Kaitao Song, Jian Shao, Wei-ming Lu, Jun Xiao, Yueting Zhuang

CoRR, May, 2025

Chain-of-Model Learning for Language Model.

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

CoRR, May, 2025

A Survey on (M)LLM-Based GUI Agents.

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

CoRR, April, 2025

Embodied-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, Weiming Lu, Peng Li, Yueting Zhuang

CoRR, March, 2025

InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models.

Yuchen Yan, Yongliang Shen, Yang Liu, Jin Jiang, Mengdi Zhang, Jian Shao, Yueting Zhuang

CoRR, March, 2025

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems.

Fei Tang, Yongliang Shen, Hang Zhang, Siqi Chen, Guiyang Hou, Wenqi Zhang, Wenqiao Zhang, Kaitao Song, Weiming Lu, Yueting Zhuang

CoRR, March, 2025

DB-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

CoRR, March, 2025

AskToAct: 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

CoRR, March, 2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL.

Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu

CoRR, February, 2025

MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task.

Yuchen Yan, Yongliang Shen, Yang Liu, Jin Jiang, Xin Xu, Mengdi Zhang, Jian Shao, Yueting Zhuang

CoRR, February, 2025

2.5 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

CoRR, January, 2025

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.

Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities.

Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL.

Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Specialized Mathematical Solving by a Step-By-Step Expression Chain Generation.

Wenqi Zhang, Yongliang Shen, Guiyang Hou, Kuangyi Wang, Weiming Lu

IEEE ACM Trans. Audio Speech Lang. Process., 2024

MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation.

Haoyu Zheng, Wenqiao Zhang, Zheqi Lv, Yu Zhong, Yang Dai, Jianxiang An, Yongliang Shen, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang

CoRR, 2024

GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation.

Fei Tang, Yongliang Shen, Hang Zhang, Zeqi Tan, Wenqi Zhang, Guiyang Hou, Kaitao Song, Weiming Lu, Yueting Zhuang

CoRR, 2024

Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective.

Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu

CoRR, 2024

TaskBench: Benchmarking Large Language Models for Task Automation.

Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Multimodal 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning.

Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Agent-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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives.

Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Insert or Attach: Taxonomy Completion via Box Embedding.

Wei Xue, Yongliang Shen, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Learning 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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

TimeToM: 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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models.

Guiyang Hou, Yongliang Shen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow.

Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang

CoRR, 2023

Taxonomy Completion with Probabilistic Scorer via Box Embedding.

Wei Xue, Yongliang Shen, Wenqi Ren, Jietian Guo, Shiliang Pu, Weiming Lu

CoRR, 2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace.

Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang

CoRR, 2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation.

Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MProto: 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization.

Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Set Prediction Network For Extractive Summarization.

Xiaoxia Cheng, Yongliang Shen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

PromptNER: Prompt Locating and Typing for Named Entity Recognition.

Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DiffusionNER: Boundary Diffusion for Named Entity Recognition.

Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition.

Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Minimally-Supervised Relation Induction from Pre-trained Language Model.

Lu Sun, Yongliang Shen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

A 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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition.

Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt.

Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem.

Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Query-based Instance Discrimination Network for Relational Triple Extraction.

Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Data-Efficient Detection Transformers.

Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022

Molecular Substructure-Aware Network for Drug-Drug Interaction Prediction.

Xinyu Zhu, Yongliang Shen, Weiming Lu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

De-Bias for Generative Extraction in Unified NER Task.

Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Parallel Instance Query Network for Named Entity Recognition.

Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction.

Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu

Proceedings of the WWW '21: The Web Conference 2021, 2021

Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data.

Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Sequence-to-Set Network for Nested Named Entity Recognition.

Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition.

Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Boosting Cross-lingual Entity Alignment with Textual Embedding.

Wei Xu, Chen Chen, Chenghao Jia, Yongliang Shen, Xinyin Ma, Weiming Lu

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network.

Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

SynET: Synonym Expansion using Transitivity.

Jiale Yu, Yongliang Shen, Xinyin Ma, Chenghao Jia, Chen Chen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Adversarial Self-Supervised Data-Free Distillation for Text Classification.

Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020