| 2026 | GECCO | Mapping the Fitness Landscape: A Structure-Guided Approach to Multi-Modal Optimization. | Xiang Meng, Yan Pei |
| 2025 | ICONIP | Optimization Design of Adaptive Loss Function Using Evolutionary Neural Networks. | Xiang Meng, Zhaoyang Hai, Xiabi Liu, Yan Pei |
| 2024 | AISTATS | FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. | Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder |
| 2024 | CEC | Evolutionary Multi - Modal Optimization Using Persistence-Based Clustering in Riemannian Manifolds. | Xiang Meng, Yan Pei, Hideyuki Takagi |
| 2024 | ECAI | GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization. | Ran Liu, Ming Liu, Min Yu, Jianguo Jiang, Gang Li, Dan Zhang, Jingyuan Li, Xiang Meng, Weiqing Huang |
| 2024 | ICML | OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization. | Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder |
| 2024 | IJCNN | Adaptable Weighted Voting Fusion for Multi-modality-based Action Recognition. | Lijuan Zhou, Xiang Meng, Chenglong Zhang, Changyong Niu |
| 2024 | SMC | Exploring the Potential of Discrete Chaotic Evolution Algorithm for Combinatorial Optimization. | Yi Ding, Xiang Meng, Yan Pei, Jianqiang Li |
| 2023 | ICML | Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. | Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder |
| 2023 | STOC | A Borsuk-Ulam Lower Bound for Sign-Rank and Its Applications. | Hamed Hatami, Kaave Hosseini, Xiang Meng |
| 2022 | ICML | Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features. | Rahul Mazumder, Xiang Meng, Haoyue Wang |
| 2022 | ISCC | Physical Layer Authentication Based on Full Channel Information under Dual-polarized Antenna Communication Systems. | Yuemei Wu, Dong Wei, Jing Li, Weiqing Huang, Xiang Meng |
| 2022 | PIMRC | Physical Layer Authentication Based on Continuous Channel Polarization Response in Low SNR scenes. | Yuemei Wu, Dong Wei, Qiaoyu Zhang, Weiqing Huang, Xiang Meng |
| 2022 | SMC | Chaotic Evolution Using Deterministic Crowding Method for Multi-modal Optimization. | Xiang Meng, Yi Ding, Yan Pei |
| 2021 | PRICAI | Graph Attention Convolutional Network with Motion Tempo Enhancement for Skeleton-Based Action Recognition. | Ruwen Bai, Xiang Meng, Bo Meng, Miao Jiang, Junxing Ren, Yang Yang, Min Li, Degang Sun |
| 2020 | DCC | Statistical Modeling Based Fast Rate Distortion Estimation Algorithm for HEVC. | Xiang Meng, Xiaofeng Huang, Haibing Yin, Shengsheng Zheng, Shiqi Wang |
| 2020 | IROS | Adaptive Robot-Assisted Feeding: An Online Learning Framework for Acquiring Previously Unseen Food Items. | Ethan K. Gordon, Xiang Meng, Tapomayukh Bhattacharjee, Matt Barnes, Siddhartha S. Srinivasa |
| 2019 | CIS | Differential Learning Particle Swarm Optimization with Full Dimensional Information. | Wei Li, Xiang Meng, Ying Huang |
| 2019 | SC | Bandwidth steering in HPC using silicon nanophotonics. | George Michelogiannakis, Yiwen Shen, Min Yee Teh, Xiang Meng, Benjamin Aivazi, Taylor L. Groves, John Shalf, Madeleine Glick, Manya Ghobadi, Larry Dennison, Keren Bergman |
| 2019 | VCIP | Learning a Reliable Decision Making Policy for Robust Tracking. | Xiaofeng Huang, Kanghao Wang, Haibing Yin, Shengsheng Zheng, Xiang Meng, Shengping Zhang |
| 2011 | WCNC | Novel bandwidth strategy for wireless P2P file sharing. | Xiang Meng, Pui-Sze Tsang, King-Shan Lui |