| 2026 | AAAI | Refinement Contrastive Learning of Cell-Gene Associations for Unsupervised Cell Type Identification. | Liang Peng, Haopeng Liu, Yixuan Ye, Cheng Liu, Wenjun Shen, Si Wu, Hau-San Wong |
| 2026 | AAAI | Finding Time Series Anomalies Using Granular-Ball Vector Data Description. | Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu |
| 2026 | ACL | RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering. | Wencheng Ye, Xiaoyang Yuan, Yi Bin, Hengyu Jin, Liang Peng, Pengpeng Zeng, Heng Tao Shen |
| 2026 | WCNC | A MAML-TCN-Based Approach to LEO Satellite Network Traffic Forecasting. | Qing Chen, Siyuan Liu, Liang Peng, Xiaoxiang Wang |
| 2025 | AAAI | Local Conditional Controlling for Text-to-Image Diffusion Models. | Yibo Zhao, Liang Peng, Yang Yang, Zekai Luo, Hengjia Li, Yao Chen, Zheng Yang, Xiaofei He, Wei Zhao, Qinglin Lu, Wei Liu, Boxi Wu |
| 2025 | ICASSP | Object-level Data Augmentation for Visual 3D Object Detection in Autonomous Driving. | Haoran Cheng, Junkai Xu, Liang Peng, Zheng Yang, Xiaofei He, Boxi Wu |
| 2025 | ICCV | A Dynamic Agent Framework for Large Language Model Reasoning for Medical and Visual Question Answering. | Ziyan Xiao, Ruiyang Zhang, Yushi Feng, Lingting Zhu, Liang Peng, Lequan Yu |
| 2025 | IJCAI | MCD-CLIP: Multi-view Chest Disease Diagnosis with Disentangled CLIP. | Songyue Cai, Yujie Mo, Liang Peng, Yucheng Xie, Tao Tong, Xiaofeng Zhu |
| 2025 | IJCAI | GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer. | Yihong Lin, Zhaoxin Fan, Xianjia Wu, Lingyu Xiong, Xiandong Li, Wenxiong Kang, Liang Peng, Songju Lei, Huang Xu |
| 2025 | WACV | High-Fidelity 4 Neural Reconstruction of Real-time Path Traced Images. | Zhiqiang Lao, Yu Guo, Xiyun Song, Yubin Zhou, Zongfang Lin, Heather Yu, Liang Peng |
| 2025 | SecureComm | Knowledge Distillation for Federated Learning with Many Noisy Clients. | Liang Peng, Zoufeng Jiang, Huilin Li, Yubo Yang, Tianxiong Liu |
| 2024 | AAAI | Semi-supervised 3D Object Detection with PatchTeacher and PillarMix. | Xiaopei Wu, Liang Peng, Liang Xie, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu, Deng Cai, Wanli Ouyang |
| 2024 | AAAI | Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving. | Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai |
| 2024 | CVPR | Learning Occupancy for Monocular 3D Object Detection. | Liang Peng, Junkai Xu, Haoran Cheng, Zheng Yang, Xiaopei Wu, Wei Qian, Wenxiao Wang, Boxi Wu, Deng Cai |
| 2024 | CVPR | Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-Dataset 3D Object Detection. | Zhanwei Zhang, Minghao Chen, Shuai Xiao, Liang Peng, Hengjia Li, Binbin Lin, Ping Li, Wenxiao Wang, Boxi Wu, Deng Cai |
| 2024 | GLOBECOM | Energy Efficient Joint Computing and Communication Resource Management in Satellite-Terrestrial Integrated Networks. | Jingya Wang, Liang Peng, Jie Yan, Xiaoxiang Wang |
| 2024 | ICCD | LBZ: A Lightweight Block Device for Supporting F2FS on ZNS SSD. | Yongpeng Yang, Dejun Jiang, Bo Jiang, Hao-Chiang Hsu, Liang Peng, Zifeng Yang |
| 2024 | IJCNN | New-Design Orthotic Footwear for Tactile Stimulation: A Pilot Study on Two Distinct Stimuli. | Wachirayongyot Thimabut, Natapatchakrid Thimabut, Liang Peng, Zeng-Guang Hou |
| 2024 | WCNC | Spatio-Temporal Multi-View Based Short-Term Traffic Forecasting for Incomplete Time Series in LEO Satellite Networks. | Liang Peng, Jie Yan, Binquan Guo, Xiaoxiang Wang |
| 2024 | WACV | Deblur-NSFF: Neural Scene Flow Fields for Blurry Dynamic Scenes. | Achleshwar Luthra, Shiva Souhith Gantha, Xiyun Song, Heather Yu, Zongfang Lin, Liang Peng |
| 2023 | CVPR | Envisioning a Next Generation Extended Reality Conferencing System with Efficient Photorealistic Human Rendering. | Chuanyue Shen, Letian Zhang, Zhangsihao Yang, Masood Mortazavi, Xiyun Song, Liang Peng, Heather Yu |
| 2023 | ICCV | MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection. | Junkai Xu, Liang Peng, Haoran Chen, Hao Li, Wei Qian, Ke Li, Wenxiao Wang, Deng Cai |
| 2023 | ICONIP | A Hip-Knee Joint Coordination Evaluation System in Hemiplegic Individuals Based on Cyclogram Analysis. | Ningcun Xu, Chen Wang, Liang Peng, Jingyao Chen, Zhi Cheng, Zeng-Guang Hou, Pu Zhang, Zejia He |
| 2023 | ICRA | Failure Detection for Motion Prediction of Autonomous Driving: An Uncertainty Perspective. | Wenbo Shao, Yanchao Xu, Liang Peng, Jun Li, Hong Wang |
| 2022 | AAAI | Simple Unsupervised Graph Representation Learning. | Yujie Mo, Liang Peng, Jie Xu, Xiaoshuang Shi, Xiaofeng Zhu |
| 2022 | AAAI | Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity. | Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu |
| 2022 | CVPR | Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion. | Xiaopei Wu, Liang Peng, Honghui Yang, Liang Xie, Chenxi Huang, Chengqi Deng, Haifeng Liu, Deng Cai |
| 2022 | CVPR | Multi-level Feature Learning for Contrastive Multi-view Clustering. | Jie Xu, Huayi Tang, Yazhou Ren, Liang Peng, Xiaofeng Zhu, Lifang He |
| 2022 | ECCV | Lidar Point Cloud Guided Monocular 3D Object Detection. | Liang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Zheng Yang, Haifeng Liu, Deng Cai |
| 2022 | ECCV | DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection. | Liang Peng, Xiaopei Wu, Zheng Yang, Haifeng Liu, Deng Cai |
| 2022 | ICLR | WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. | Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai |
| 2022 | SC | From Correctable Memory Errors to Uncorrectable Memory Errors: What Error Bits Tell. | Cong Li, Yu Zhang, Jialei Wang, Hang Chen, Xian Liu, Tai Huang, Liang Peng, Shen Zhou, Lixin Wang, Shijian Ge |
| 2021 | ICRA | Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG. | Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou |
| 2021 | ISKE | Dependency-Based Unsupervised Feature Selection in Fuzzy Rough Set. | Liang Peng, Linlin Wang, Gangqiang Zhang |
| 2021 | ISKE | Attribute Reduction for Incomplete and Unsupervised Data Based on Fuzzy Rough Sets. | Linlin Wang, Liang Peng, Gangqiang Zhang |
| 2019 | ICONIP | Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation. | Weiqun Wang, Zeng-Guang Hou, Weiguo Shi, Xu Liang, Shixin Ren, Jiaxing Wang, Liang Peng |
| 2019 | IJCNN | BCI and Multimodal Feedback Based Attention Regulation for Lower Limb Rehabilitation. | Jiaxing Wang, Weiqun Wang, Zeng-Guang Hou, Weiguo Shi, Xu Liang, Shixin Ren, Liang Peng, Yan-Jie Zhou |
| 2019 | ISVC | Pixel2Field: Single Image Transformation to Physical Field of Sports Videos. | Liang Peng |
| 2018 | CEC | Genetic Algorithm Based Dynamics Modeling and Control of a Parallel Rehabilitation Robot. | Chen Wang, Liang Peng, Lincong Luo, Zeng-Guang Hou, Weiqun Wang |
| 2018 | ICONIP | Dynamics Based Fuzzy Adaptive Impedance Control for Lower Limb Rehabilitation Robot. | Xu Liang, Weiqun Wang, Zengguang Hou, Zihao Xu, Shixin Ren, Jiaxing Wang, Liang Peng |
| 2018 | ICONIP | Adaptive Modeling and Control of an Upper-Limb Rehabilitation Robot Using RBF Neural Networks. | Liang Peng, Chen Wang, Lincong Luo, Sheng Chen, Zeng-Guang Hou, Weiqun Wang |
| 2018 | ICONIP | Anthropometric Features Based Gait Pattern Prediction Using Random Forest for Patient-Specific Gait Training. | Shixin Ren, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Jiaxing Wang, Liang Peng |
| 2018 | ICONIP | Experimental Validation of Minimum-Jerk Principle in Physical Human-Robot Interaction. | Chen Wang, Liang Peng, Zeng-Guang Hou, Lincong Luo, Sheng Chen, Weiqun Wang |
| 2018 | ICONIP | Brain Functional Connectivity Analysis and Crucial Channel Selection Using Channel-Wise CNN. | Jiaxing Wang, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Shixin Ren, Liang Peng |
| 2018 | IJCNN | An Assist-as-Needed Controller for Robotic Rehabilitation Therapy Based on RBF Network. | Lincong Luo, Liang Peng, Chen Wang, Zeng-Guang Hou, Weiqun Wang |
| 2016 | ICIP | Temporal objectness: Model-free learning of object proposals in video. | Liang Peng, Xiaojun Qi |
| 2015 | IJCNN | sEMG-based torque estimation for robot-assisted lower limb rehabilitation. | Long Peng, Zeng-Guang Hou, Nikola K. Kasabov, Jin Hu, Liang Peng, Weiqun Wang |
| 2015 | IROS | Design of CASIA-ARM: A novel rehabilitation robot for upper limbs. | Liang Peng, Zeng-Guang Hou, Long Peng, Weiqun Wang |
| 2014 | ICONIP | sEMG-Based Single-Joint Active Training with iLeg - A Horizontal Exoskeleton for Lower Limb Rehabilitation. | Jin Hu, Zeng-Guang Hou, Liang Peng, Long Peng, Nong Gu |
| 2014 | ICRA | Dynamics modeling and identification of the human-robot interface based on a lower limb rehabilitation robot. | Weiqun Wang, Zeng-Guang Hou, Lina Tong, Yixiong Chen, Liang Peng, Min Tan |
| 2010 | PLDI | Evaluating iterative optimization across 1000 datasets. | Yang Chen, Yuanjie Huang, Lieven Eeckhout, Grigori Fursin, Liang Peng, Olivier Temam, Chengyong Wu |
| 2006 | CCGRID | Service Registry Discovery using GridSearch P2P Framework. | Melvin Koh, Jie Song, Liang Peng, Simon See |
| 2005 | ICA3PP | Performance Monitoring for Distributed Service Oriented Grid Architecture. | Liang Peng, Melvin Koh, Jie Song, Simon See |
| 2004 | PDCAT | Scheduler Oriented Grid Performance Evaluation. | Liang Peng, Simon See |
| 2003 | CCGRID | The Performance Model of SilkRoad - A Multithreaded DSM System for Clusters. | Liang Peng, Weng-Fai Wong, Chung-Kwong Yuen |
| 2002 | CLUSTER | SilkRoad II: A Multi-Paradigm Runtime System for Cluster Computing. | Liang Peng, Weng-Fai Wong, Chung-Kwong Yuen |
| 2000 | CLUSTER | SilkRoad: A Multithreaded Runtime System with Software Distributed Shared Memory for SMP Clusters. | Liang Peng, Weng-Fai Wong, Ming-Dong Feng, Chung-Kwong Yuen |