Large-Scale Global Optimization Using Cooperative Coevolution with Variable Interaction Learning. - Wenxiang Chen; Thomas Weise 001; Zhenyu Yang 008; Ke Tang 001 (PPSN (2), 2010)

Constant time steepest descent local search with lookahead for NK-landscapes and MAX-kSAT. - L. Darrell Whitley; Wenxiang Chen (GECCO, 2012)

An Empirical Evaluation of O(1) Steepest Descent for NK-Landscapes. - L. Darrell Whitley; Wenxiang Chen; Adele E. Howe (PPSN (1), 2012)

Impact of problem decomposition on Cooperative Coevolution. - Wenxiang Chen; Ke Tang 001 (IEEE Congress on Evolutionary Computation, 2013)

Second order partial derivatives for NK-landscapes. - Wenxiang Chen; L. Darrell Whitley; Doug Hains; Adele E. Howe (GECCO, 2013)

Hyperplane initialized local search for MAXSAT. - Doug Hains; L. Darrell Whitley; Adele E. Howe; Wenxiang Chen (GECCO, 2013)

Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem. - Thomas Weise 001; Raymond Chiong; Jörg Lässig; Ke Tang 001; Shigeyoshi Tsutsui; Wenxiang Chen; Zbigniew Michalewicz; Xin Yao 001 (IEEE Comput. Intell. Mag., 2014)

Stochastic Local Search over Minterms on Structured SAT Instances. - Wenxiang Chen; L. Darrell Whitley; Adele E. Howe; Brian W. Goldman (SOCS, 2016)

Selecting Optimal Models Based on Efficiency and Robustness in Multi-valued Biological Networks. - Hooman Sedghamiz; Wenxiang Chen; Mark Rice; L. Darrell Whitley; Gordon Broderick (BIBE, 2017)

Decomposing SAT Instances with Pseudo Backbones. - Wenxiang Chen; L. Darrell Whitley (EvoCOP, 2017)

EEC-Dedup: Efficient Erasure-Coded Deduplicated Backup Storage Systems. - Wenxiang Chen; Yuchong Hu; Siyang Yin; Wen Xia (ISPA/IUCC, 2017)

Tunneling between plateaus: improving on a state-of-the-art MAXSAT solver using partition crossover. - Wenxiang Chen; L. Darrell Whitley; Renato Tinós; Francisco Chicano (GECCO, 2018)

Efficient Binocular Stereo Matching Based on Sad and Improved Census Transformation. - Yun Zhang; Wenxiang Chen; Han Liu 002; Jinhua Liu; Hui Du (ICMLC, 2019)

Comparison of Pedestrians' Gap Acceptance Behavior Towards Automated and Human-Driven Vehicles. - Wenxiang Chen; Qianni Jiang; Xiangling Zhuang; Guojie Ma (HCI (7), 2020)

A Visual Detection Method for Foreign Objects in Power Lines Based on Mask R-CNN. - Wenxiang Chen; Yingna Li; Chuan Li (Int. J. Ambient Comput. Intell., 2020)

InsulatorGAN: A Transmission Line Insulator Detection Model Using Multi-Granularity Conditional Generative Adversarial Nets for UAV Inspection. - Wenxiang Chen; Yingna Li; Zhengang Zhao (Remote. Sens., 2021)

CXR Data Annotation and Classification with Pre-trained Language Models. - Nina Zhou; Ai Ti Aw; Zhuo Han Liu; Cher Heng Tan; Yonghan Ting; Wenxiang Chen; Jordan Zheng Ting Sim (COLING, 2022)

Detection of Glass Insulators Using Deep Neural Networks Based on Optical Imaging. - Jinyu Wang; Yingna Li; Wenxiang Chen (Remote. Sens., 2022)

Missing-Sheds Granularity Estimation of Glass Insulators Using Deep Neural Networks Based on Optical Imaging. - Wenxiang Chen; Yingna Li; Zhengang Zhao (Sensors, 2022)

Transmission Line Vibration Damper Detection Using Multi-Granularity Conditional Generative Adversarial Nets Based on UAV Inspection Images. - Wenxiang Chen; Yingna Li; Zhengang Zhao (Sensors, 2022)

Transmission Line Vibration Damper Detection Using Deep Neural Networks Based on UAV Remote Sensing Image. - Wenxiang Chen; Yingna Li; Zhengang Zhao (Sensors, 2022)

Research on the Trust Mechanism of Individual Consumers in Rural Financial Markets Based on the Dynamic CGE Model. - Fang Lin; Wenxiang Chen (Sci. Program., 2022)

The Rise and Potential of Large Language Model Based Agents: A Survey. - Zhiheng Xi; Wenxiang Chen; Xin Guo; Wei He 024; Yiwen Ding; Boyang Hong; Ming Zhang 030; Junzhe Wang 001; Senjie Jin; Enyu Zhou; Rui Zheng; Xiaoran Fan; et al. (CoRR, 2023)

LDSSNV: A Linkage Disequilibrium-Based Method for the Detection of Somatic Single-Nucleotide Variants. - Jingfen Lan; Wenxiang Chen; Ganggang Yin; Haque A. K. Alvi; Kun Xie 011; Qiang Yu 003; Xiguo Yuan (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

UAV Aerial Image Generation of Crucial Components of High-Voltage Transmission Lines Based on Multi-Level Generative Adversarial Network. - Jinyu Wang; Yingna Li; Wenxiang Chen (Remote. Sens., 2023)

ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks. - Yuhao Zhou 005; Wenxiang Chen; Rui Zheng; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (LREC/COLING, 2024)

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. - Zhiheng Xi; Wenxiang Chen; Boyang Hong; Senjie Jin; Rui Zheng; Wei He 024; Yiwen Ding; Shichun Liu; Xin Guo; Junzhe Wang 001; Honglin Guo; Wei Shen; et al. (ICML, 2024)

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. - Zhiheng Xi; Yiwen Ding; Wenxiang Chen; Boyang Hong; Honglin Guo; Junzhe Wang 001; Dingwen Yang; Chenyang Liao; Xin Guo; Wei He 024; Songyang Gao; Lu Chen 001; et al. (CoRR, 2024)

Feature selection based on neighborhood complementary entropy for heterogeneous data. - Jianhua Dai; Wenxiang Chen; Liyun Xia (Inf. Sci., 2024)

A novel multi-label feature selection method based on knowledge consistency-independence index. - Xiangbin Liu; Heming Zheng; Wenxiang Chen; Liyun Xia; Jianhua Dai (Inf. Sci., 2024)

Multilabel Feature Selection Based on Fuzzy Mutual Information and Orthogonal Regression. - Jianhua Dai; Qi Liu; Wenxiang Chen; Chucai Zhang (IEEE Trans. Fuzzy Syst., 2024)

Better Process Supervision with Bi-directional Rewarding Signals. - Wenxiang Chen; Wei He 024; Zhiheng Xi; Honglin Guo; Boyang Hong; Jiazheng Zhang; Nijun Li; Tao Gui; Yun Li; Qi Zhang 001; Xuanjing Huang 001 (ACL (Findings), 2025)

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments. - Zhiheng Xi; Yiwen Ding; Wenxiang Chen; Boyang Hong; Honglin Guo; Junzhe Wang 001; Xin Guo; Dingwen Yang; Chenyang Liao; Wei He 024; Songyang Gao; Lu Chen 001; et al. (ACL (1), 2025)

The rise and potential of large language model based agents: a survey. - Zhiheng Xi; Wenxiang Chen; Xin Guo; Wei He 024; Yiwen Ding; Boyang Hong; Ming Zhang 030; Junzhe Wang 001; Senjie Jin; Enyu Zhou; Rui Zheng; Xiaoran Fan; et al. (Sci. China Inf. Sci., 2025)

TransMVAN: Multi-view Aggregation Network with Transformer for Pneumonia Diagnosis. - Xiaohong Wang; Zhongkang Lu; Su Huang; Yonghan Ting; Jordan Zheng Ting Sim; Wenxiang Chen; Cher Heng Tan; Weimin Huang 002 (J. Imaging Inform. Medicine, 2025)

Better Process Supervision with Bi-directional Rewarding Signals. - Wenxiang Chen; Wei He 024; Zhiheng Xi; Honglin Guo; Boyang Hong; Jiazheng Zhang; Rui Zheng; Nijun Li; Tao Gui; Yun Li; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

Multi-Label Feature Selection With Missing Features via Implicit Label Replenishment and Positive Correlation Feature Recovery. - Jianhua Dai; Wenxiang Chen; Yuhua Qian (IEEE Trans. Knowl. Data Eng., 2025)

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment. - Zhuoxuan Cai; Jian Zhang; Xinbin Yuan; Peng-Tao Jiang; Wenxiang Chen; Bowen Tang; Lujian Yao; Qiyuan Wang; Jinwen Chen; Bo Li (CoRR, 2025)

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning. - Zhiheng Xi; Jixuan Huang; Chenyang Liao; Baodai Huang; Honglin Guo; Jiaqi Liu; Rui Zheng; Junjie Ye 005; Jiazheng Zhang; Wenxiang Chen; Wei He 024; Yiwen Ding; et al. (CoRR, 2025)

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping. - Zhiheng Xi; Xin Guo; Yang Nan; Enyu Zhou; Junrui Shen; Wenxiang Chen; Jiaqi Liu; Jixuan Huang; Zhihao Zhang 002; Honglin Guo; Xun Deng; Zhikai Lei; et al. (CoRR, 2025)

Instance-Dependent Incomplete Multi-Label Feature Selection by Fuzzy Tolerance Relation and Fuzzy Mutual Implication Granularity. - Jianhua Dai; Wenxiang Chen; Yuhua Qian; Witold Pedrycz (IEEE Trans. Knowl. Data Eng., 2025)

Rapid machine learning model for differentiating asthma and chronic obstructive pulmonary disease using age and blood parameters. - Lin Yu; Zhaoming Hu; Zhiwei Lin; Zhe Liu; Wenxiang Chen; Ying Wang; Chushi Guan; Shanshan Li; Shuang Liu; Ruixue Zhang; Qianyue Yang; Xueyan Zhang; et al. (Int. J. Medical Informatics, 2026)