| 2026 | DATE | CIM-Tuner: Balancing the Compute and Storage Capacity of SRAM-CIM Accelerator via Hardware-mapping Co-exploration. | Jinwu Chen, Yuhui Shi, He Wang, Zhe Jiang, Jun Yang, Xin Si, Zhenhua Zhu |
| 2026 | ICPR | Self-adaptive Low-Rank Adaptation for Class-Incremental Learning. | Yiming Song, Qiqi Duan, Lijun Sun, Yang Shen, Guochen Zhou, Yuhui Shi |
| 2025 | CIKM | Enhancing Fake News Video Detection via LLM-Driven Creative Process Simulation. | Yuyan Bu, Qiang Sheng, Juan Cao, Shaofei Wang, Peng Qi, Yuhui Shi, Beizhe Hu |
| 2025 | SMC | QwenGrasp: Human-Robot Interactive 6-DoF Target-Oriented Grasping with Large Vision-Language Model. | Xinyu Chen, Jian Yang, Qi Zhao, Zonghan He, Haobin Yang, Yuhui Shi |
| 2025 | SMC | ArchERL: Evolutionary Reinforcement Learning Framework for Efficient Hardware Architecture Design without Domain Knowledge. | Yuwei Huang, Yuhui Shi |
| 2024 | AAAI | Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection. | Beizhe Hu, Qiang Sheng, Juan Cao, Yuhui Shi, Yang Li, Danding Wang, Peng Qi |
| 2024 | CAV | Scenario-Based Flexible Modeling and Scalable Falsification for Reconfigurable CPSs. | Jiawan Wang, Wenxia Liu, Muzimiao Zhang, Jiaqi Wei, Yuhui Shi, Lei Bu, Xuandong Li |
| 2024 | CEC | Brain Storm Optimization based Swarm Learning for Diabetic Retinopathy Image Classification. | Liang Qu, Cunze Wang, Yuhui Shi |
| 2024 | CVPR | Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld. | Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi |
| 2024 | IJCAI | Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling. | Yuhui Shi, Qiang Sheng, Juan Cao, Hao Mi, Beizhe Hu, Danding Wang |
| 2024 | PRICAI | Distributed Population-Based Simultaneous Perturbation Stochastic Approximation for Fine-Tuning Large Language Models. | Yajing Tan, Yuwei Huang, Qiqi Duan, Yijun Yang, Yuhui Shi |
| 2024 | WWW | Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation. | Liang Qu, Wei Yuan, Ruiqi Zheng, Lizhen Cui, Yuhui Shi, Hongzhi Yin |
| 2024 | WWW | Decentralized Collaborative Learning with Adaptive Reference Data for On-Device POI Recommendation. | Ruiqi Zheng, Liang Qu, Tong Chen, Lizhen Cui, Yuhui Shi, Hongzhi Yin |
| 2024 | SIGIR | Poisoning Decentralized Collaborative Recommender System and Its Countermeasures. | Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin |
| 2023 | ICML | Continual Task Allocation in Meta-Policy Network via Sparse Prompting. | Yijun Yang, Tianyi Zhou, Jing Jiang, Guodong Long, Yuhui Shi |
| 2023 | WWW | Semi-decentralized Federated Ego Graph Learning for Recommendation. | Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin |
| 2022 | CEC | Multiparty Multiobjective Optimization By MOEA/D. | Yatong Chang, Wenjian Luo, Xin Lin, Zeneng She, Yuhui Shi |
| 2022 | COLING | Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer. | Qiong Nan, Danding Wang, Yongchun Zhu, Qiang Sheng, Yuhui Shi, Juan Cao, Jintao Li |
| 2022 | GECCO | Distributed evolution strategies for large-scale optimization. | Qiqi Duan, Guochen Zhou, Chang Shao, Yijun Yang, Yuhui Shi |
| 2022 | ICLR | Pareto Policy Pool for Model-based Offline Reinforcement Learning. | Yijun Yang, Jing Jiang, Tianyi Zhou, Jie Ma, Yuhui Shi |
| 2022 | PPSN | Collective Learning of Low-Memory Matrix Adaptation for Large-Scale Black-Box Optimization. | Qiqi Duan, Guochen Zhou, Chang Shao, Yijun Yang, Yuhui Shi |
| 2022 | SMC | Solving Vehicle Routing Problem with Drones Based on a Bi-level Heuristic Approach. | Jian Yang, Haobin Yang, Zonghan He, Qi Zhao, Yuhui Shi |
| 2022 | SIGIR | Single-shot Embedding Dimension Search in Recommender System. | Liang Qu, Yonghong Ye, Ningzhi Tang, Lixin Zhang, Yuhui Shi, Hongzhi Yin |
| 2021 | CEC | Multiple-Preys Pursuit based on Biquadratic Assignment Problem. | Lijun Sun, Chao Lyu, Yuhui Shi, Chin-Teng Lin |
| 2021 | CEC | Attention-oriented Brain Storm Optimization for Multimodal Optimization Problems. | Jian Yang, Yuhui Shi |
| 2021 | CIS | Machine Learning based Fitness Landscape Smoothing for Guiding Evolutionary Optimization. | Chao Lyu, Lijun Sun, Yuhui Shi |
| 2021 | EMO | Generalized Test Suite for Continuous Dynamic Multi-objective Optimization. | Chang Shao, Qi Zhao, Yuhui Shi, Jing Jiang |
| 2021 | KDD | ImGAGN: Imbalanced Network Embedding via Generative Adversarial Graph Networks. | Liang Qu, Huaisheng Zhu, Ruiqi Zheng, Yuhui Shi, Hongzhi Yin |
| 2020 | CEC | A Hybrid BSO-ACS Algorithm for Vehicle Routing Problem with Time Windows on Road Networks. | Mingde Liu, Yang Shen, Qi Zhao, Yuhui Shi |
| 2020 | CEC | BSOGCN: Brain Storm Optimization Graph Convolutional Networks Based Heterogeneous Information Networks Embedding. | Liang Qu, Huaisheng Zhu, Yuhui Shi |
| 2020 | CEC | BSO-AL: Brain Storm Optimization Algorithm with Adaptive Learning Strategy. | Yang Shen, Jian Yang, Shi Cheng, Yuhui Shi |
| 2020 | CEC | Brain Storm Robotics: An Automatic Design Framework for Multi-Robot Systems. | Jian Yang, Yang Shen, Yuhui Shi |
| 2020 | WWW | Continuous-Time Link Prediction via Temporal Dependent Graph Neural Network. | Liang Qu, Huaisheng Zhu, Qiqi Duan, Yuhui Shi |
| 2019 | CEC | Dynamic Multimodal Optimization: A Preliminary Study. | Shi Cheng, Hui Lu, Yi-Nan Guo, Xiujuan Lei, Jing Liang, Junfeng Chen, Yuhui Shi |
| 2019 | CEC | When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better Implementations. | Qiqi Duan, Chang Shao, Liang Qu, Yuhui Shi, Ben Niu |
| 2019 | CEC | An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement Learning. | Yaxian Liu, Hui Lu, Shi Cheng, Yuhui Shi |
| 2019 | CEC | An Unknown Environment Exploration Strategy for Swarm Robotics Based on Brain Storm Optimization Algorithm. | Gao Li, Dabu Zhang, Yuhui Shi |
| 2019 | CEC | Gradient-free Algorithms for Graph Embedding. | Liang Qu, Yuhui Shi |
| 2019 | CEC | Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design. | Rui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi |
| 2019 | CEC | Cooperative Optimization Algorithm for the 100-Digit Challenge. | Geng Zhang, Yuhui Shi, Jun Steed Huang |
| 2019 | CEC | Binocular Pose Estimation for UAV Autonomous Aerial Refueling via Brain Storm Optimization. | Cong Zhang, Xiaobin Xu, Yuhui Shi, Yimin Deng, Cong Li, Haibin Duan |
| 2018 | CEC | Hybrid Sampling Evolution Strategy for Solving Single Objective Bound Constrained Problems. | Geng Zhang, Yuhui Shi |
| 2018 | PPSN | Spark Clustering Computing Platform Based Parallel Particle Swarm Optimizers for Computationally Expensive Global Optimization. | Qiqi Duan, Lijun Sun, Yuhui Shi |
| 2017 | CEC | A comprehensive survey of brain storm optimization algorithms. | Shi Cheng, Yifei Sun, Junfeng Chen, Quande Qin, Xianghua Chu, Xiujuan Lei, Yuhui Shi |
| 2017 | CEC | An improved Brain Storm Optimization algorithm based on graph theory. | Gai-Ge Wang, Guo-Sheng Hao, Shi Cheng, Yuhui Shi, Zhihua Cui |
| 2016 | CEC | Convergence analysis of brain storm optimization algorithm. | Ziwei Zhou, Haibin Duan, Yuhui Shi |
| 2015 | CEC | An effective cooperative coevolution framework integrating global and local search for large scale optimization problems. | Zijian Cao, Lei Wang, Yuhui Shi, Xinhong Hei, Xiaofeng Rong, Qiaoyong Jiang, Hongye Li |
| 2015 | CEC | Multimodal optimization using particle swarm optimization algorithms: CEC 2015 competition on single objective multi-niche optimization. | Shi Cheng, Quande Qin, Zhou Wu, Yuhui Shi, Qingyu Zhang |
| 2015 | CEC | Brain storm optimization algorithm in objective space. | Yuhui Shi |
| 2014 | CEC | Maintaining population diversity in brain storm optimization algorithm. | Shi Cheng, Yuhui Shi, Quande Qin, Tiew On Ting, Ruibin Bai |
| 2013 | IDEAL | Swarm Intelligence in Big Data Analytics. | Shi Cheng, Yuhui Shi, Quande Qin, Ruibin Bai |
| 2012 | CEC | Dynamical exploitation space reduction in particle swarm optimization for solving large scale problems. | Shi Cheng, Yuhui Shi, Quande Qin |
| 2012 | CEC | Particle swarm optimization based semi-supervised learning on Chinese text categorization. | Shi Cheng, Yuhui Shi, Quande Qin |
| 2012 | CEC | Population diversity based study on search information propagation in particle swarm optimization. | Shi Cheng, Yuhui Shi, Quande Qin |
| 2011 | ICONIP | Promoting Diversity in Particle Swarm Optimization to Solve Multimodal Problems. | Shi Cheng, Yuhui Shi, Quande Qin |
| 2008 | CEC | Population diversity of particle swarms. | Yuhui Shi, Russell C. Eberhart |
| 2005 | GLOBECOM | Optimal pilot sequence design for multiple-input multiple-output OFDM systems. | Die Hu, Luxi Yang, Lianghua He, Yuhui Shi |
| 2004 | CEC | Recent advances in particle swarm. | Xiaohui Hu, Yuhui Shi, Russell C. Eberhart |
| 2002 | CEC | Solving numerical equations of hydraulic problems using particle swarm optimization. | Renato A. Krohling, Helder Knidel, Yuhui Shi |
| 2002 | CEC | Co-evolutionary particle swarm optimization to solve min-max problems. | Yuhui Shi, Renato A. Krohling |
| 2001 | CEC | Particle swarm optimization: developments, applications and resources. | Russell C. Eberhart, Yuhui Shi |
| 2001 | CEC | Tracking and optimizing dynamic systems with particle swarms. | Russell C. Eberhart, Yuhui Shi |
| 2001 | CEC | Fuzzy adaptive particle swarm optimization. | Yuhui Shi, Russell C. Eberhart |
| 2000 | CEC | Comparing inertia weights and constriction factors in particle swarm optimization. | Russell C. Eberhart, Yuhui Shi |
| 1999 | CEC | Empirical study of particle swarm optimization. | Yuhui Shi, Russell C. Eberhart |
| 1999 | IJCNN | Control chaos in nonautonomous cellular neural networks using impulsive control methods. | Zhenya He, Yifeng Zhang, Luxi Yang, Yuhui Shi |