2024

²  Ziqiang Li, Yi Wu, Chaoyue Wang, Xue Rui, Bin Li, One-Shot Generative Domain Adaptation in 3D GANs, International Journal of Computer Vision, publised online: 22 Nov. 2024. https://doi.org/10.1007/s11263-024-02268-4

²  Chenyu Yang, Xizhou Zhu, Jinguo Zhu, Weijie Su, Junjie Wang, Xuan Dong, Wenhai Wang, Bin Li, Jie Zhou, Yu Qiao, Jifeng Dai, Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning, NeurIPS2024.

²  Rui Yang, Jie Wang, Guoping Wu, Bin Li, Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions, NeruIPS2024

²  Hongjing Niu, Hanting Li, Bin Li, Feng Zhao. Idling Neurons, Appropriately Lenient Workload During Fine-tuning Leads to Better Generalization, ECCV2024.

²  Hongjing Niu, Hanting Li, Guoping Wu, Bin Li, Feng Zhao, Rectifying Shortcut Learning through Cellular Differentiation in Deep Learning Neurons, BMVC2024.

²  Hongjing Niu, Qingyue Yang, Pengfei Xia, Wei Zhang, Bin Li, Feng Zhao, Frequency Decomposition to Tap the Potential of Single Domain for Generalization, BMVC2024.

² Ziqiang Li, Hong Sun, Pengfei Xia, Beihao Xia, Xue Rui, Wei Zhang, Qinglang Guo, Zhangjie Fu, Bin Li, A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks, IEEE Transactions on Information Forensics and Security, doi:10.1109/TIFS.2024.3472510 (2024)

²  Lei Liu, Xinyu Wang, Xue Dong, Kang Chen, Qiuju Chen, Bin Li. Interpretable Feature-Temporal Transformer for Short-term Wind Power Forecasting with Multivariate Time Series. Applied Energy, 374: 124035 (2024).

²  Shaochen Wang, Zhangli Zhou, Bin Li, Zhijun Li, Zhen Kan, Multi-modal interaction with transformers: bridging robots and human with natural language. Robotica 42(2): 415-434 (2024)

²  Pengfei Xia, Ziqiang Li, Bin Li, Tightening the Approximation Error of Adversarial Risk with Auto Loss Function Search. GECCO Companion 2024: 1563-1572

²  Hongyu Liu, Haoyang Liu, Yufei Kuang, Jie Wang, Bin Li, Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential Heuristics. GECCO Companion 2024: 2067-2075

²  Ziqiang Li, Hong Sun, Pengfei Xia, Heng Li, Beihao Xia, Yi Wu, Bin Li, Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios. ICLR 2024

²  Yufei Kuang, Jie Wang, Haoyang Liu, Fangzhou Zhu, Xijun Li, Jia Zeng, Jianye Hao, Bin Li, Feng Wu, Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework. ICLR 2024

2023

²  Ziqiang Li, Muhammad Usman, Rentuo Tao, Pengfei Xia, Chaoyue Wang, Huanhuan Chen, Bin Li, A Systematic Survey of Regularization and Normalization in GANs. ACM Comput. Surv. 55(11): 232:1-232:37 (2023)

²  Weiming Liu, Bin Li, Julian Togelius, Model-Free Neural Counterfactual Regret Minimization With Bootstrap Learning. IEEE Trans. Games 15(3): 315-325 (2023)

²  Pengfei Xia, Hongjing Niu, Ziqiang Li, Bin Li, Enhancing Backdoor Attacks With Multi-Level MMD Regularization. IEEE Trans. Dependable Secur. Comput. 20(2): 1675-1686 (2023)

²  Ziqiang Li, Pengfei Xia, Rentuo Tao, Hongjing Niu, Bin Li, A New Perspective on Stabilizing GANs Training: Direct Adversarial Training. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 178-189 (2023)

²  Shaochen Wang, Rui Yang, Bin Li, Zhen Kan, Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1025-1035 (2023)

²  Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao, New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation. IEEE Trans. Software Eng. 49(4): 2513-2529 (2023)

²  Chenxin Tao, Xizhou Zhu, Weijie Su, Gao Huang, Bin Li, Jie Zhou, Yu Qiao, Xiaogang Wang, Jifeng Dai, Siamese Image Modeling for Self-Supervised Vision Representation Learning. CVPR 2023: 2132-2141

²  Weijie Su, Xizhou Zhu, Chenxin Tao, Lewei Lu, Bin Li, Gao Huang, Yu Qiao, Xiaogang Wang, Jie Zhou, Jifeng Dai, Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information. CVPR 2023: 15888-15899

²  Shaochen Wang, Wei Zhang, Zhangli Zhou, Jiaxi Cao, Ziyang Chen, Kang Chen, Bin Li, Zhen Kan, What You See is what You Grasp: User-Friendly Grasping Guided by Near-eye-tracking. ICDL 2023: 194-199

²  Kang Chen, Shaochen Wang, Beihao Xia, Dongxu Li, Zhen Kan, Bin Li, TODE-Trans: Transparent Object Depth Estimation with Transformer. ICRA 2023: 4880-4886

²  Yi Wu, Ziqiang Li, Chaoyue Wang, Heliang Zheng, Shanshan Zhao, Bin Li, Dacheng Tao, Domain Re-Modulation for Few-Shot Generative Domain Adaptation. NeurIPS 2023

2022

²  Chengtao Peng, Yue Zhang, Jian Zheng, Bin Li, Jun Shen, Ming Li, Lei Liu, Bensheng Qiu, Danny Z. Chen, IMIIN: An inter-modality information interaction network for 3D multi-modal breast tumor segmentation. Comput. Medical Imaging Graph. 95: 102021 (2022)

²  Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li, Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization. AAAI 2022: 7247-7254

²  Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li, Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. AAAI 2022: 8612-8620

²  Ziqiang Li, Chaoyue Wang, Heliang Zheng, Jing Zhang, Bin Li, FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs. ECCV (15) 2022: 598-615

²  Haobo Fu, Weiming Liu, Shuang Wu, Yijia Wang, Tao Yang, Kai Li, Junliang Xing, Bin Li, Bo Ma, Qiang Fu, Wei Yang, Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game. ICLR 2022

²  Kai Zhang, Zheyang Li, Haoji Hu, Bin Li, Wenming Tan, Haixian Lu, Jun Xiao, Ye Ren, Shiliang Pu, Dynamic Feature Pyramid Networks for Detection. ICME 2022: 1-6

²  Weiming Liu, Huacong Jiang, Bin Li, Houqiang Li, Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent. ICML 2022: 13717-13745

²  Pengfei Xia, Ziqiang Li, Wei Zhang, Bin Li, Data-Efficient Backdoor Attacks. IJCAI 2022: 3992-3998

²  Yongduo Sui, Tianlong Chen, Pengfei Xia, Shuyao Wang, Bin Li, Towards Robust Detection and Segmentation Using Vertical and Horizontal Adversarial Training. IJCNN 2022: 1-8

²  Rui Yang, Jie Wang, Zijie Geng, Mingxuan Ye, Shuiwang Ji, Bin Li, Feng Wu, Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions. KDD 2022: 2242-2252

²  Hongjing Niu, Hanting Li, Feng Zhao, Bin Li, Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge. NeurIPS 2022

²  Huacong Jiang, Weiming Liu, Bin Li, Faster Optimistic Online Mirror Descent for Extensive-Form Games. PRICAI (1) 2022: 90-103

2021

²  Pengfei Xia, Bin Li, Improving resistance to adversarial deformations by regularizing gradients. Neurocomputing 455: 38-46 (2021)

²  Pengfei Xia, Hongjing Niu, Ziqiang Li, Bin Li, On the receptive field misalignment in CAM-based visual explanations. Pattern Recognit. Lett. 152: 275-282 (2021)

²  Ziqiang Li, Rentuo Tao, Jie Wang, Fu Li, Hongjing Niu, Mingdao Yue, Bin Li, Interpreting the Latent Space of GANs via Measuring Decoupling. IEEE Trans. Artif. Intell. 2(1): 58-70 (2021)

²  Zhaopin Su, Guofu Zhang, Feng Yue, Dezhi Zhan, Miqing Li, Bin Li, Xin Yao, Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation. IEEE Trans. Evol. Comput. 25(3): 537-551 (2021)

²  Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, Jifeng Dai, Deformable DETR: Deformable Transformers for End-to-End Object Detection. ICLR 2021

2020

²  Thomas Weise, Markus Wagner, Bin Li, Xingyi Zhang, Jörg Lässig, Special Issue on Benchmarking of Computational Intelligence Algorithms in the Applied Soft Computing Journal. Appl. Soft Comput. 93: 106502 (2020)

²  Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, Xin Yao, Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores. Soft Comput. 24(2): 981-995 (2020)

²  Zhaopin Su, Guofu Zhang, Feng Yue, Jindong He, Miqing Li, Bin Li, Xin Yao, Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents. ACM Trans. Auton. Adapt. Syst. 14(4): 15:1-15:33 (2020)

²  Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen, A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts. IEEE Trans. Medical Imaging 39(12): 3831-3842 (2020)

²  Lifeng Zhang, Bin Li, InvUnet: Inverse the Unet for Nuclear Segmentation in H&E Stained Images. ICACI 2020: 251-256

²  Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai, VL-BERT: Pre-training of Generic Visual-Linguistic Representations. ICLR 2020

²  Shaochen Wang, Yuan Pu, Shangtong Yang, Xin Yao, Bin Li, Boltzmann Exploration for Deterministic Policy Optimization. ICONIP (2) 2020: 214-222

²  Shaochen Wang, Bin Li, Implicit Posterior Sampling Reinforcement Learning for Continuous Control. ICONIP (2) 2020: 452-460

²  Ziqiang Li, Rentuo Tao, Qianrun Wu, Bin Li, DA-RefineNet: Dual-inputs Attention RefineNet for Whole Slide Image Segmentation. ICPR 2020: 1918-1925

²  Ziqiang Li, Rentuo Tao, Hongjing Niu, Mingdao Yue, Bin Li, Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation. ICPR 2020: 1942-1948

²  Zihao Chen, Bin Li, Efficient Evolution for Neural Architecture Search. IJCNN 2020: 1-7

²  Yuan Pu, Shaochen Wang, Xin Yao, Bin Li, Latent Context Based Soft Actor-Critic. IJCNN 2020: 1-7