MIX: Multi-Channel Information Crossing for Text Matching. - Haolan Chen; Fred X. Han; Di Niu; Dong Liu 026; Kunfeng Lai; Chenglin Wu; Yu Xu (KDD, 2018)

Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning. - Xinyang Li; Jie Hu 018; Shengchuan Zhang; Xiaopeng Hong; Qixiang Ye; Chenglin Wu; Rongrong Ji (CoRR, 2019)

Hadamard Codebook Based Deep Hashing. - Shen Chen; Liujuan Cao; Mingbao Lin; Yan Wang 059; Xiaoshuai Sun; Chenglin Wu; Jingfei Qiu; Rongrong Ji (CoRR, 2019)

Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization. - Min Yang 007; Chengming Li; Fei Sun 001; Zhou Zhao 001; Ying Shen 001; Chenglin Wu (AAAI, 2020)

Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Chenglin Wu; Cheng Deng; Rongrong Ji (CVPR, 2020)

Data Driven Modeling of Interfacial Traction Separation Relations using Thermodynamic Consistent Neural Network (TCNN). - Congjie Wei; Jiaxin Zhang 005; Kenneth M. Liechti; Chenglin Wu (CoRR, 2020)

Thermodynamic Consistent Neural Networks for Learning Material Interfacial Mechanics. - Jiaxin Zhang 005; Congjie Wei; Chenglin Wu (CoRR, 2020)

First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track. - Chengxuan Ying; Mingqi Yang; Shuxin Zheng; Guolin Ke; Shengjie Luo; Tianle Cai; Chenglin Wu; Yuxin Wang; Yanming Shen; Di He 001 (CoRR, 2021)

Local thinning of 3D stereo images based on symmetric decryption algorithm. - Chenglin Wu; Zhaoyang Li (Microprocess. Microsystems, 2021)

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. - Zhengying Liu; Adrien Pavao; Zhen Xu 007; Sergio Escalera; Fabio Ferreira; Isabelle Guyon; Sirui Hong; Frank Hutter; Rongrong Ji; Júlio C. S. Jacques Júnior; Ge Li; Marius Lindauer; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors. - Xiawu Zheng; Yang Zhang 079; Sirui Hong; Huixia Li; Lang Tang; Youcheng Xiong; Jin Zhou; Yan Wang 059; Xiaoshuai Sun; Pengfei Zhu 001; Chenglin Wu; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Coarse-to-Fine Tranformer for articular disc of the temporomandibular joint Segmentation. - Chenglin Wu; Xuran Zhou; Guannan Chen (CISP-BMEI, 2022)

A Two-step Training Transformer Framework for Recovering Hyperspectral Images from RBG Images. - Xuran Zhou; Chenglin Wu; Guannan Chen (CISP-BMEI, 2022)

Neural Architecture Search with Representation Mutual Information. - Xiawu Zheng; Xiang Fei; Lei Zhang 001; Chenglin Wu; Fei Chao 001; Jianzhuang Liu; Wei Zeng 006; Yonghong Tian 001; Rongrong Ji (CVPR, 2022)

Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle. - Song Guo 001; Lei Zhang 001; Xiawu Zheng; Yan Wang 059; Yuchao Li; Fei Chao 001; Chenglin Wu; Shengchuan Zhang; Rongrong Ji (ICCV, 2023)

MetaGPT: Meta Programming for Multi-Agent Collaborative Framework. - 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; et al. (CoRR, 2023)

Attention-guided and fine-grained feature extraction from face images for gaze estimation. - Chenglin Wu; Huanqiang Hu; Kean Lin; Qing Wang 059; Tianjian Liu; Guannan Chen (Eng. Appl. Artif. Intell., 2023)

Adaptive interval type-2 fuzzy fixed-time control for nonlinear MIMO fast-slow coupled systems with user-defined tracking performance. - Xiaona Song; Chenglin Wu; Shuai Song (Fuzzy Sets Syst., 2023)

RepAn: Enhanced Annealing through Re-parameterization. - Xiang Fei; Xiawu Zheng; Yan Wang 059; Fei Chao 001; Chenglin Wu; Liujuan Cao (CVPR, 2024)

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. - 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; et al. (ICLR, 2024)

Multimodal Inplace Prompt Tuning for Open-set Object Detection. - Guilin Li; Mengdan Zhang; Xiawu Zheng; Peixian Chen; Zihan Wang; Yunhang Shen; Mingchen Zhuge; Chenglin Wu; Fei Chao 001; Ke Li 015; Xing Sun 001; Rongrong Ji (ACM Multimedia, 2024)

Data Interpreter: An LLM Agent For Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; Min Yang; et al. (CoRR, 2024)

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning. - Yizhou Chi; Yizhang Lin; Sirui Hong; Duyi Pan; Yaying Fei; Guanghao Mei; Bangbang Liu; Tianqi Pang; Jacky Kwok; Ceyao Zhang; Bang Liu; Chenglin Wu (CoRR, 2024)

Fuzzy wavelet neural adaptive finite-time self-triggered fault-tolerant control for a quadrotor unmanned aerial vehicle with scheduled performance. - Xiaona Song; Chenglin Wu; Shuai Song; Vladimir Stojanovic; Inés Tejado (Eng. Appl. Artif. Intell., 2024)

Composite Learning Adaptive Intelligent Self-Triggered Fault-Tolerant Control With Improved Performance Assurance for Autonomous Surface Vehicle. - Xiaona Song; Chenglin Wu; Shuai Song (IEEE Trans. Artif. Intell., 2024)

Performance-Guaranteed Adaptive Fuzzy Wavelet Neural Fixed-Time Control for Unmanned Surface Vehicle Under Switching Event-Triggered Communication. - Xiaona Song; Chenglin Wu; Shuai Song; Xiaohui Zhang 021; Inés Tejado (IEEE Trans. Veh. Technol., 2024)

Data Interpreter: An LLM Agent for Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Ceyao Zhang; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; et al. (ACL (Findings), 2025)

mmHIU: a human-to-human interaction understanding system based on mmWave sensing. - Fenglin Zhang; Chenglin Wu; Anfu Zhou; Huadong Ma (ICASSP, 2025)

AFlow: Automating Agentic Workflow Generation. - Jiayi Zhang; Jinyu Xiang; Zhaoyang Yu; Fengwei Teng; Xionghui Chen; Jiaqi Chen; Mingchen Zhuge; Xin Cheng; Sirui Hong; Jinlin Wang; Bingnan Zheng; Bang Liu; et al. (ICLR, 2025)

FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval. - Jinlin Wang; Suyuchen Wang; Ziwen Xia; Sirui Hong; Yun Zhu; Bang Liu; Chenglin Wu (NAACL (Findings), 2025)

Self-Supervised Prompt Optimization. - Jinyu Xiang; Jiayi Zhang; Zhaoyang Yu; Fengwei Teng; Jinhao Tu; Xinbing Liang; Sirui Hong; Chenglin Wu; Yuyu Luo (CoRR, 2025)

Atom of Thoughts for Markov LLM Test-Time Scaling. - Fengwei Teng; Zhaoyang Yu; Quan Shi; Jiayi Zhang; Chenglin Wu; Yuyu Luo (CoRR, 2025)

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning. - Xiangru Tang; Daniel Shao; Jiwoong Sohn; Jiapeng Chen; Jiayi Zhang; Jinyu Xiang; Fang Wu; Yilun Zhao 001; Chenglin Wu; Wenqi Shi; Arman Cohan; Mark Gerstein (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving. - Xiangru Tang; Tianrui Qin; Tianhao Peng; Ziyang Zhou; Daniel Shao; Tingting Du; Xinming Wei; Peng Xia; Fang Wu; He Zhu; Ge Zhang 009; Jiaheng Liu; et al. (CoRR, 2025)

Adaptive Fuzzy Predefined-Time Cooperative Formation Control for Multiple USVs With Universal Global Performance Constraints. - Xiaona Song; Chenglin Wu; Hak-Keung Lam; Xin Wang 048; Shuai Song (IEEE Trans. Intell. Transp. Syst., 2025)

You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation. - Yutong Bian; Xianhao Lin; Yupeng Xie; Tianyang Liu; Mingchen Zhuge; Siyuan Lu; Haoming Tang; Jinlin Wang; Jiayi Zhang; Jiaqi Chen; Xiangru Tang; Yongxin Ni; et al. (CoRR, 2025)