Shen, Yongliang

17 publications

ICCV 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

NeurIPS 2025 Chain-of-Model Learning for Language Model Xiaohua Wang, Kaitao Song, 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

NeurIPS 2025 Let LRMs Break Free from Overthinking via Self-Braking Tuning Haoran Zhao, Yuchen Yan, Yongliang Shen, Haolei Xu, Wenqi Zhang, Kaitao Song, Jian Shao, Weiming Lu, Jun Xiao, Yueting Zhuang

NeurIPS 2025 Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning Haolei Xu, Yuchen Yan, Yongliang Shen, Wenqi Zhang, Guiyang Hou, Shengpei Jiang, Kaitao Song, Weiming Lu, Jun Xiao, Yueting Zhuang

ICLRW 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

ICLRW 2024 Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang

ICLRW 2024 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

NeurIPSW 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

NeurIPS 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

ICLRW 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

NeurIPS 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

IJCAI 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

IJCAI 2022 Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu

IJCAI 2022 Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu

ECCV 2022 Towards Data-Efficient Detection Transformers Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao

IJCAI 2021 A Sequence-to-Set Network for Nested Named Entity Recognition Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang

IJCAI 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