Chengwei Qin - RankMe

78 papers A* 6B 1Journal 54Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation. CoRR Bo Xu, Haotian Wu, Hehai Lin, Weiquan Huang, Beier Zhu, Yao Shu, Chengwei Qin
2026	J	`jnl`	AMA: Adaptive Memory via Multi-Agent Collaboration. CoRR Weiquan Huang, Zixuan Wang, Hehai Lin, Sudong Wang, Bo Xu, Qian Li, Beier Zhu, Linyi Yang, Chengwei Qin
2026	J	`jnl`	CoMMET: To What Extent Can LLMs Perform Theory of Mind Tasks? CoRR Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan
2026	J	`jnl`	CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges. CoRR Zi-Han Wang, Lam Nguyen, Zhengyang Zhao, Mengyue Yang, Chengwei Qin, Yujiu Yang, Linyi Yang
2026	J	`jnl`	Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory. CoRR Haozhen Zhang, Haodong Yue, Tao Feng, Quanyu Long, Jianzhu Bao, Bowen Jin, Weizhi Zhang, Xiao Li, Jiaxuan You, Chengwei Qin, Wenya Wang
2026	J	`jnl`	Mixture of embedding experts for open knowledge graphs. Neurocomputing Qian Li, Chengwei Qin, Yongkang Liu, Lizhen Cui
2026	J	`jnl`	Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models. CoRR Xiaomin Yu, Yi Xin, Wenjie Zhang, Chonghan Liu, Hanzhen Zhao, Xiaoxing Hu, Xinlei Yu, Ziyue Qiao, Hao Tang, Xue Yang, Xiaobin Hu, Chengwei Qin, Hui Xiong, Yu Qiao, Shuicheng Yan
2026	J	`jnl`	Training Multi-Turn Search Agent via Contrastive Dynamic Branch Sampling. CoRR Yubao Zhao, Weiquan Huang, Sudong Wang, Ruochen Zhao, Chen Chen, Yao Shu, Chengwei Qin
2026	J	`jnl`	Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems. CoRR Hehai Lin, Yu Yan, Zixuan Wang, Bo Xu, Sudong Wang, Weiquan Huang, Ruochen Zhao, Minzhi Li, Chengwei Qin
2026	J	`jnl`	Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning. CoRR Chengwen Liu, Xiaomin Yu, Zhuoyue Chang, Zhe Huang, Shuo Zhang, Heng Lian, Kunyi Wang, Rui Xu, Sen Hu, Jianheng Hou, Hao Peng, Chengwei Qin, Xiaobin Hu, Hong Peng, Ronghao Chen, Huacan Wang
2025	J	`jnl`	A Comprehensive Survey of Contamination Detection Methods in Large Language Models. Trans. Mach. Learn. Res. Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems. CoRR Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems. Trans. Mach. Learn. Res. Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations. CoRR Pengzhou Cheng, Lingzhong Dong, Zeng Wu, Zongru Wu, Xiangru Tang, Chengwei Qin, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Are Large Language Models Effective Knowledge Graph Constructors? CoRR Ruirui Chen, Weifeng Jiang, Chengwei Qin, Bo Xiong, Fiona Liausvia, Dongkyu Choi, Boon Kiat Quek
2025	—	`conf`	Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning. ACL (1) Chengwei Qin, Wenhan Xia, Fangkai Jiao, Chen Chen, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2025	J	`jnl`	CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation. CoRR Shilei Cao, Ziyang Gong, Hehai Lin, Yang Liu, Jiashun Cheng, Xiaoxing Hu, Haoyuan Liang, Guowen Li, Chengwei Qin, Hong Cheng, Xue Yang, Juepeng Zheng, Haohuan Fu
2025	J	`jnl`	DRQA: Dynamic Reasoning Quota Allocation for Controlling Overthinking in Reasoning Large Language Models. CoRR Kaiwen Yan, Xuanqing Shi, Hongcheng Guo, Wenxuan Wang, Zhuosheng Zhang, Chengwei Qin
2025	J	`jnl`	FURINA: A Fully Customizable Role-Playing Benchmark via Scalable Multi-Agent Collaboration Pipeline. CoRR Haotian Wu, Shufan Jiang, Mingyu Chen, Yiyang Feng, Hehai Lin, Heqing Zou, Yao Shu, Chengwei Qin
2025	J	`jnl`	Implicit Reasoning in Large Language Models: A Comprehensive Survey. CoRR Jindong Li, Yali Fu, Li Fan, Jiahong Liu, Yao Shu, Chengwei Qin, Menglin Yang, Irwin King, Rex Ying
2025	J	`jnl`	Interactive Learning for LLM Reasoning. CoRR Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin
2025	—	`conf`	Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation. ACL (2) Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025	J	`jnl`	Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation. CoRR Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025	J	`jnl`	LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling. CoRR Zuhao Yang, Sudong Wang, Kaichen Zhang, Keming Wu, Sicong Leng, Yifan Zhang, Bo Li, Chengwei Qin, Shijian Lu, Xingxuan Li, Lidong Bing
2025	J	`jnl`	RIMO: An Easy-to-Evaluate, Hard-to-Solve Olympiad Benchmark for Advanced Mathematical Reasoning. CoRR Ziye Chen, Chengwei Qin, Yao Shu
2025	—	`conf`	Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL (Findings) Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2025	J	`jnl`	Self-Reflective Generation at Test Time. CoRR Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu
2025	J	`jnl`	Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models. CoRR Shilei Cao, Hehai Lin, Jiashun Cheng, Yang Liu, Guowen Li, Xuehe Wang, Juepeng Zheng, Haoyuan Liang, Meng Jin, Chengwei Qin, Hong Cheng, Haohuan Fu
2025	—	`conf`	Theory of Mind in Large Language Models: Assessment and Enhancement. ACL (1) Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan
2025	J	`jnl`	Theory of Mind in Large Language Models: Assessment and Enhancement. CoRR Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan
2025	J	`jnl`	Thinking with Nothinking Calibration: A New In-Context Learning Paradigm in Reasoning Large Language Models. CoRR Haotian Wu, Bo Xu, Yao Shu, Menglin Yang, Chengwei Qin
2025	J	`jnl`	Unicorn: Text-Only Data Synthesis for Vision Language Model Training. CoRR Xiaomin Yu, Pengxiang Ding, Wenjie Zhang, Siteng Huang, Songyang Gao, Chengwei Qin, Kejian Wu, Zhaoxin Fan, Ziyue Qiao, Donglin Wang
2025	J	`jnl`	Video-STR: Reinforcing MLLMs in Video Spatio-Temporal Reasoning with Relation Graph. CoRR Wentao Wang, Heqing Zou, Tianze Luo, Ru Huang, Yutian Zhao, Zhuochen Wang, Hansheng Zhang, Chengwei Qin, Yan Wang, Lin Zhao, Huaijian Zhang
2024	J	`jnl`	Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning. CoRR Wenhan Xia, Chengwei Qin, Elad Hazan
2024	—	`conf`	Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024	J	`jnl`	Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024	J	`jnl`	How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
2024	—	`conf`	In-Context Learning with Iterative Demonstration Selection. EMNLP (Findings) Chengwei Qin, Aston Zhang, Chen Chen, Anirudh Dagar, Wenming Ye
2024	A*	`conf`	Is a Large Language Model a Good Annotator for Event Extraction? AAAI Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi
2024	—	`conf`	LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. EMNLP (Findings) Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai
2024	J	`jnl`	LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. CoRR Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai
2024	A*	`conf`	Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. EMNLP Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024	J	`jnl`	Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024	—	`conf`	Lifelong Event Detection with Embedding Space Separation and Compaction. NAACL (Short Papers) Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024	J	`jnl`	Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024	—	`conf`	Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. ACL (Findings) Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Engsiong Chng, Ruizhe Li
2024	J	`jnl`	Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. CoRR Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li
2024	—	`conf`	Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. ACL (Findings) Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang
2024	J	`jnl`	Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. CoRR Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang
2024	J	`jnl`	Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? CoRR Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2024	A*	`conf`	Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. NeurIPS Yuchen Hu, Chen Chen, Chao-Han Yang, Chengwei Qin, Pin-Yu Chen, Engsiong Chng, Chao Zhang
2024	J	`jnl`	Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. CoRR Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
2024	J	`jnl`	StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs. CoRR Hailin Chen, Fangkai Jiao, Mathieu Ravaut, Nawshad Farruque, Xuan-Phi Nguyen, Chengwei Qin, Manan Dey, Bosheng Ding, Caiming Xiong, Shafiq Joty, Yingbo Zhou
2023	J	`jnl`	ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
2023	—	`conf`	Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. ACL (Findings) Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin
2023	—	`conf`	Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. ACL (1) Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng
2023	J	`jnl`	Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. CoRR Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	Improving In-context Learning via Bidirectional Alignment. CoRR Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
2023	J	`jnl`	In-Context Learning with Iterative Demonstration Selection. CoRR Chengwei Qin, Aston Zhang, Anirudh Dagar, Wenming Ye
2023	A*	`conf`	Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
2023	J	`jnl`	Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
2023	—	`conf`	Is GPT-3 a Good Data Annotator? ACL (1) Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing
2023	—	`conf`	Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL (1) Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
2023	J	`jnl`	Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
2023	A*	`conf`	Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. EMNLP Chengwei Qin, Chen Chen, Shafiq Joty
2023	J	`jnl`	Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. CoRR Chengwei Qin, Chen Chen, Shafiq Joty
2023	J	`jnl`	PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
2023	—	`conf`	Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
2023	J	`jnl`	Retrieving Multimodal Information for Augmented Generation: A Survey. CoRR Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty
2023	—	`conf`	Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing
2023	J	`jnl`	Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing
2022	—	`conf`	Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. ACL (1) Chengwei Qin, Shafiq R. Joty
2022	J	`jnl`	Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. CoRR Chengwei Qin, Shafiq R. Joty
2022	J	`jnl`	Is GPT-3 a Good Data Annotator? CoRR Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li
2022	A*	`conf`	LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. ICLR Chengwei Qin, Shafiq R. Joty
2021	J	`jnl`	LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. CoRR Chengwei Qin, Shafiq R. Joty
2017	J	`jnl`	Sensor-based calibrations to improve reliability of systems subject to multiple dependent competing failure processes. Reliab. Eng. Syst. Saf. Dejing Kong, Chengwei Qin, Yong He, Lirong Cui
2017	B	`conf`	VMS: Traffic balancing based on virtual switches in datacenter networks. ICNP Zhaogeng Li, Jun Bi, Yiran Zhang, Abdul Basit Dogar, Chengwei Qin