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ORCIDChenglin Wu 0001
Person information
- affiliation: DeepWisdom Inc, Xiamen, China
- affiliation: Xiamen University, Fuzhi, China
Other persons with the same name
- Chenglin Wu (aka: Cheng-Lin Wu) — disambiguation page
- Chenglin Wu 0002
![[0009-0008-5237-385X]](https://dblp.org/img/orcid-mark.12x12.png "0009-0008-5237-385X")
— Henan University of Science and Technology, School of Information Engineering, China
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Journal Articles
- 2026
[j3]Xiawu Zheng, Lei Zhang, Binghan Chen, Mingkai Wang, Fei Chao, Chenglin Wu, Shanshan Wang, Rongrong Ji, Yonghong Tian:
Good Performance Estimation Strategies are All You Need in Neural Architecture Search. IEEE Trans. Pattern Anal. Mach. Intell. 48(3): 2398-2412 (2026)- 2021
- [j2]Xiawu Zheng, Yang Zhang, Sirui Hong, Huixia Li, Lang Tang, Youcheng Xiong, Jin Zhou, Yan Wang, Xiaoshuai Sun, Pengfei Zhu, Chenglin Wu, Rongrong Ji:
Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3091-3107 (2021) - [j1]Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3108-3125 (2021)
Conference and Workshop Papers
- 2025
- [c11]Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Robert Tang, Xiangtao Lu, Xiawu Zheng, Xinbing Liang, Yaying Fei, Yuheng Cheng, Yongxin Ni, Zhibin Gou, Zongze Xu, Yuyu Luo, Chenglin Wu:
Data Interpreter: An LLM Agent for Data Science. ACL (Findings) 2025: 19796-19821 - [c10]Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Xinbing Liang, Fengwei Teng, Jinhao Tu, Fashen Ren, Xiangru Tang, Sirui Hong, Chenglin Wu, Yuyu Luo:
Self-Supervised Prompt Optimization. EMNLP (Findings) 2025: 9017-9041 - [c9]Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu:
Improving Context Fidelity via Native Retrieval-Augmented Reasoning. EMNLP 2025: 21205-21218 - [c8]Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xionghui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu:
AFlow: Automating Agentic Workflow Generation. ICLR 2025 - [c7]Jinlin Wang, Suyuchen Wang, Ziwen Xia, Sirui Hong, Yun Zhu, Bang Liu, Chenglin Wu:
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval. NAACL (Findings) 2025: 3382-3392 - 2024
- [c6]Xiang Fei, Xiawu Zheng, Yan Wang, Fei Chao, Chenglin Wu, Liujuan Cao:
RepAn: Enhanced Annealing through Re-parameterization. CVPR 2024: 5798-5808 - [c5]Sirui Hong, Mingchen Zhuge, Jonathan Chen, Xiawu Zheng, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu, Jürgen Schmidhuber:
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. ICLR 2024 - [c4]Guilin Li, Mengdan Zhang, Xiawu Zheng, Peixian Chen, Zihan Wang, Yunhang Shen, Mingchen Zhuge, Chenglin Wu, Fei Chao, Ke Li, Xing Sun, Rongrong Ji:
Multimodal Inplace Prompt Tuning for Open-set Object Detection. ACM Multimedia 2024: 8062-8071 - 2023
- [c3]Song Guo, Lei Zhang, Xiawu Zheng, Yan Wang, Yuchao Li, Fei Chao, Chenglin Wu, Shengchuan Zhang, Rongrong Ji:
Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle. ICCV 2023: 17412-17423 - 2022
- [c2]Xiawu Zheng, Xiang Fei, Lei Zhang, Chenglin Wu, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Rongrong Ji:
Neural Architecture Search with Representation Mutual Information. CVPR 2022: 11902-11911 - 2020
- [c1]Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji:
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. CVPR 2020: 10031-10040
Informal and Other Publications
- 2025
- [i21]Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Fengwei Teng, Jinhao Tu, Xinbing Liang, Sirui Hong, Chenglin Wu, Yuyu Luo:
Self-Supervised Prompt Optimization. CoRR abs/2502.06855 (2025) - [i20]Fengwei Teng, Zhaoyang Yu, Quan Shi, Jiayi Zhang, Chenglin Wu, Yuyu Luo:
Atom of Thoughts for Markov LLM Test-Time Scaling. CoRR abs/2502.12018 (2025) - [i19]Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu:
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR abs/2504.01990 (2025) - [i18]Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Daniel Shao, Tingting Du, Xinming Wei, Peng Xia, Fang Wu, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou:
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving. CoRR abs/2507.06229 (2025) - [i17]Yutong Bian, Xianhao Lin, Yupeng Xie, Tianyang Liu, Mingchen Zhuge, Siyuan Lu, Haoming Tang, Jinlin Wang, Jiayi Zhang, Jiaqi Chen, Xiangru Tang, Yongxin Ni, Sirui Hong, Chenglin Wu:
You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation. CoRR abs/2508.14104 (2025) - [i16]Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu:
Improving Context Fidelity via Native Retrieval-Augmented Reasoning. CoRR abs/2509.13683 (2025) - [i15]Yupeng Xie, Zhiyang Zhang, Yifan Wu, Sirong Lu, Jiayi Zhang, Zhaoyang Yu, Jinlin Wang, Sirui Hong, Bang Liu, Chenglin Wu, Yuyu Luo:
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations. CoRR abs/2510.22373 (2025) - [i14]Zhaoyang Yu, Jiayi Zhang, Huixue Su, Yufan Zhao, Yifan Wu, Mingyi Deng, Jinyu Xiang, Yizhang Lin, Lingxiao Tang, Yingchao Li, Yuyu Luo, Bang Liu, Chenglin Wu:
ReCode: Unify Plan and Action for Universal Granularity Control. CoRR abs/2510.23564 (2025) - [i13]Yizhang Zhu, Liangwei Wang, Chenyu Yang, Xiaotian Lin, Boyan Li, Wei Zhou, Xinyu Liu, Zhangyang Peng, Tianqi Luo, Yu Li, Chengliang Chai, Chong Chen, Shimin Di, Ju Fan, Ji Sun, Nan Tang, Fugee Tsung, Jiannan Wang, Chenglin Wu, Yanwei Xu, Shaolei Zhang, Yong Zhang, Xuanhe Zhou, Guoliang Li, Yuyu Luo:
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? CoRR abs/2510.23587 (2025) - [i12]Mingyi Deng, Lijun Huang, Yani Fan, Jiayi Zhang, Fashen Ren, Jinyi Bai, Fuzhen Yang, Dayi Miao, Zhaoyang Yu, Yifan Wu, Yanfei Zhang, Fengwei Teng, Yingjia Wan, Song Hu, Yude Li, Xin Jin, Conghao Hu, Haoyu Li, Qirui Fu, Tai Zhong, Xinyu Wang, Xiangru Tang, Nan Tang, Chenglin Wu, Yuyu Luo:
InteractComp: Evaluating Search Agents With Ambiguous Queries. CoRR abs/2510.24668 (2025) - [i11]Cheng Yang, Haiyuan Wan, Yiran Peng, Xin Chen, Zhaoyang Yu, Jiayi Zhang, Junchi Yu, Xinlei Yu, Xiawu Zheng, Dongzhan Zhou, Chenglin Wu:
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks. CoRR abs/2511.15065 (2025) - [i10]Jiayi Zhang, Yiran Peng, Fanqi Kong, Cheng Yang, Yifan Wu, Zhaoyang Yu, Jinyu Xiang, Jianhao Ruan, Jinlin Wang, Maojia Song, HongZhang Liu, Xiangru Tang, Bang Liu, Chenglin Wu, Yuyu Luo:
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning. CoRR abs/2511.19304 (2025) - 2024
- [i9]Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Wenyi Wang, Xiangru Tang, Xiangtao Lu, Xiawu Zheng, Xinbing Liang, Yaying Fei, Yuheng Cheng, Zongze Xu, Chenglin Wu:
Data Interpreter: An LLM Agent For Data Science. CoRR abs/2402.18679 (2024) - [i8]Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xionghui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu:
AFlow: Automating Agentic Workflow Generation. CoRR abs/2410.10762 (2024) - [i7]Yizhou Chi, Yizhang Lin, Sirui Hong, Duyi Pan, Yaying Fei, Guanghao Mei, Bangbang Liu, Tianqi Pang, Jacky Kwok, Ceyao Zhang, Bang Liu, Chenglin Wu:
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning. CoRR abs/2410.17238 (2024) - [i6]Jinlin Wang, Suyuchen Wang, Ziwen Xia, Sirui Hong, Yun Zhu, Bang Liu, Chenglin Wu:
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval. CoRR abs/2410.21012 (2024) - 2023
- [i5]Sirui Hong, Xiawu Zheng, Jonathan Chen, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu:
MetaGPT: Meta Programming for Multi-Agent Collaborative Framework. CoRR abs/2308.00352 (2023) - 2022
- [i4]Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. CoRR abs/2201.03801 (2022) - 2020
- [i3]Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji:
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. CoRR abs/2003.08813 (2020) - 2019
- [i2]Xinyang Li, Jie Hu, Shengchuan Zhang, Xiaopeng Hong, Qixiang Ye, Chenglin Wu, Rongrong Ji:
Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning. CoRR abs/1904.12428 (2019) - [i1]Shen Chen, Liujuan Cao, Mingbao Lin, Yan Wang, Xiaoshuai Sun, Chenglin Wu, Jingfei Qiu, Rongrong Ji:
Hadamard Codebook Based Deep Hashing. CoRR abs/1910.09182 (2019)
Coauthor Index
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