| 2026 | AAAI | On the Impact of Weight Quantization on Deep Neural Network Uncertainty. | Shuang Liang, Xun Lu, Zi-Ang Liu, Ming-Liang Wang, Yan Lyu, Shao-Qun Zhang |
| 2026 | AAAI | Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents. | Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang |
| 2026 | ACL | Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning. | Zekai Lin, Chao Xue, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Lei Jiang, Yu Lu, Bob Simons, Shuang Liang, Minlong Peng |
| 2026 | ACL | C-World: A Computer Use Agent Environment Creator. | Ziqiao Xi, Shuang Liang, Qi Liu, Jiaqing Zhang, Letian Peng, Fang Nan, Meshal Nayim, Tianhui Zhang, Rishika Mundada, Lianhui Qin, Biwei Huang, Kun Zhou |
| 2026 | ACL | Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ACL | Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ASPDAC | Hardware-Efficient Union-Find Decoder Towards Scalable Topological Quantum Codes. | Shuang Liang, Jubo Xu, Yuncheng Lu, Hao Mark Chen, Bo Yuan, Hongxiang Fan |
| 2026 | ASPLOS | FastTTS: Accelerating Test-Time Scaling for Edge LLM Reasoning. | Hao Mark Chen, Zhiwen Mo, Guanxi Lu, Shuang Liang, Lingxiao Ma, Wayne Luk, Hongxiang Fan |
| 2026 | HPCA | Advancing Full-Stack Acceleration for SchrDinger-Style Quantum Simulation. | Shuang Liang, Yuncheng Lu, Ce Guo, Paul H. J. Kelly, Wayne Luk, Hongxiang Fan |
| 2026 | ISCA | Coset Ensemble Decoder for Quantum Error Correction with Algorithm-Hardware Co-Design. | Shuang Liang, Jubo Xu, Giulio Bassanino, Qianzhou Wang, Yidong Zhou, Yuncheng Lu, Zhiwen Mo, Paul H. J. Kelly, Bo Yuan, Wayne Luk, Hongxiang Fan |
| 2026 | SIGGRAPH | DreamActor-M2: Universal Character Image Animation via Spatiotemporal In-Context Learning. | Mingshuang Luo, Shuang Liang, Zhengkun Rong, Yuxuan Luo, Tianshu Hu, Ruibing Hou, Hong Chang, Yong Li, Yuan Zhang, Mingyuan Gao |
| 2026 | WWW | KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation. | Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang |
| 2026 | WWW | GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding. | Rongzheng Wang, Shuang Liang, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang, Ke Qin, Man-Fai Leung |
| 2025 | CVPR | INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations. | Yongming Zhu, Longhao Zhang, Zhengkun Rong, Tianshu Hu, Shuang Liang, Zhipeng Ge |
| 2025 | DAC | Versatile Cross-platform Compilation Toolchain for Schrdinger-style Quantum Circuit Simulation. | Yuncheng Lu, Shuang Liang, Hongxiang Fan, Ce Guo, Wayne Luk, Paul H. J. Kelly |
| 2025 | ICASSP | Convolutional Retentive Network for EEG Decoding. | Junliang Wang, Wenlong Hang, Shuang Liang, Qiong Wang, Badong Chen, Jing Qin |
| 2025 | ICLR | Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression. | Shuang Liang, Guido Montfar |
| 2025 | ICML | Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding. | Jiasheng Zhang, Delvin Ce Zhang, Shuang Liang, Zhengpin Li, Rex Ying, Jie Shao |
| 2025 | IJCNN | Optimization of Task Offloading Strategy based on Lyapunov and Deep Reinforcement Learning in Multi MEC Systems. | Shuang Liang, Xiaolan Xie |
| 2025 | IWCMC | Real-Time Beam Tracking Algorithm for UAVs in Millimeter-wave Networks with Adaptive Beamwidth Adjustment. | Jing Zhang, Dongyang Gao, Jiacheng Wang, Zemin Sun, Shuang Liang, Ruichen Zhang, Geng Sun |
| 2025 | KDD | GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction. | Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin |
| 2024 | AAAI | Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills. | Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao |
| 2024 | CSCWD | Desktop Virtualization Optimization Methods Based on IDV Architecture. | Shuang Liang, Haojun Xia, Chen Li, Bibo Tu |
| 2024 | ECCV | RoadPainter: Points Are Ideal Navigators for Topology TransformER. | Zhongxing Ma, Shuang Liang, Yongkun Wen, Weixin Lu, Guowei Wan |
| 2024 | FCCM | PCQ: Parallel Compact Quantum Circuit Simulation. | Shuang Liang, Yuncheng Lu, Ce Guo, Wayne Luk, Paul H. J. Kelly |
| 2024 | ICASSP | Label Correction For Sketch-Based 3d Shape Retrieval. | Shuang Liang, Jiaming Lu, Yiyang Cai |
| 2024 | IJCAI | Spatial-Temporal Perceiving: Deciphering User Hierarchical Intent in Session-Based Recommendation. | Xiao Wang, Tingting Dai, Qiao Liu, Shuang Liang |
| 2024 | INFOCOM | Two-Way Aerial Secure Communications via Distributed Collaborative Beamforming under Eavesdropper Collusion. | Jiahui Li, Geng Sun, Qingqing Wu, Shuang Liang, Pengfei Wang, Dusit Niyato |
| 2024 | INFOCOM | An Online Joint Optimization Approach for QoE Maximization in UAV-Enabled Mobile Edge Computing. | Long He, Geng Sun, Zemin Sun, Pengfei Wang, Jiahui Li, Shuang Liang, Dusit Niyato |
| 2024 | INFOCOM | A Two Time-Scale Joint Optimization Approach for UAV-assisted MEC. | Zemin Sun, Geng Sun, Long He, Fang Mei, Shuang Liang, Yanheng Liu |
| 2024 | IROS | EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps. | Yuzhe He, Shuang Liang, Xiaofei Rui, Chengying Cai, Guowei Wan |
| 2024 | NAACL | Beta-LR: Interpretable Logical Reasoning based on Beta Distribution. | Yizhuo Ma, Ke Qin, Shuang Liang |
| 2024 | SiggraphA | PersonaTalk: Bring Attention to Your Persona in Visual Dubbing. | Longhao Zhang, Shuang Liang, Zhipeng Ge, Tianshu Hu |
| 2023 | CVPR | Category Query Learning for Human-Object Interaction Classification. | Chi Xie, Fangao Zeng, Yue Hu, Shuang Liang, Yichen Wei |
| 2023 | DASFAA | Mitigating Data Stalls in Deep Learning with Multi-times Data Loading Rule. | Derong Chen, Shuang Liang, Gang Hu, Han Xu, Xianqiang Luo, Hao Li, Jie Shao |
| 2023 | ICASSP | FedEEG: Federated EEG Decoding Via inter-Subject Structure Matching. | Wenlong Hang, Jiaxing Li, Shuang Liang, Yuan Wu, Baiying Lei, Jing Qin, Yu Zhang, Kup-Sze Choi |
| 2023 | ICDE | Knowledge Graph Embedding Based on Graph Neural Network. | Shuang Liang |
| 2023 | MMM | BENet: Boundary Enhance Network for Salient Object Detection. | Zhiqi Yan, Shuang Liang |
| 2023 | PRICAI | SVFNeXt: Sparse Voxel Fusion for LiDAR-Based 3D Object Detection. | Deze Zhao, Shengjie Zhao, Shuang Liang |
| 2022 | ICASSP | Gan-Based Joint Activity Detection and Channel Estimation for Grant-Free Random Access. | Shuang Liang, Yinan Zou, Yong Zhou |
| 2022 | ICDE | DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract). | Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui |
| 2022 | IGARSS | Blue Ice Areas Extraction Using Landsat Images Based on Google Earth Engine. | Bojin Yang, Sebastin Marinsek, Xinwu Li, Shuang Liang, Chen Gong |
| 2022 | ISCC | Reducing Hovering and Motion Energy Consumptions for UAV-enabled Collaborative Beamforming. | Shuang Liang, Zhiyi Fang, Geng Sun, Jiahui Li |
| 2022 | ISMAR | SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics. | Jinbin Huang, Shuang Liang, Qi Xiong, Yu Gao, Chao Mei, Yi Xu, Chris Bryan |
| 2022 | MICCAI | Reliability-Aware Contrastive Self-ensembling for Semi-supervised Medical Image Classification. | Wenlong Hang, Yecheng Huang, Shuang Liang, Baiying Lei, Kup-Sze Choi, Jing Qin |
| 2022 | MMM | Pose-Enhanced Relation Feature for Action Recognition in Still Images. | Jiewen Wang, Shuang Liang |
| 2022 | SMC | 3D Position Scheduling of UAV Secure Communications with Multiple Constraints. | Junsong Fan, Yanheng Liu, Geng Sun, Hongyang Pan, Aimin Wang, Shuang Liang, Zhao Liu |
| 2021 | ASPDAC | Efficient Computing Platform Design for Autonomous Driving Systems. | Shuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang |
| 2021 | DASFAA | Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion. | Jiasheng Zhang, Shuang Liang, Zhiyi Deng, Jie Shao |
| 2021 | GLOBECOM | Uplink Data Transmission Based on Collaborative Beamforming in UAV-assisted MWSNs. | Aimin Wang, Yuxin Wang, Geng Sun, Jiahui Li, Shuang Liang, Yanheng Liu |
| 2021 | ICASSP | Unsupervised Learning for Multi-Style Speech Synthesis with Limited Data. | Shuang Liang, Chenfeng Miao, Minchuan Chen, Jun Ma, Shaojun Wang, Jing Xiao |
| 2021 | ICML | EfficientTTS: An Efficient and High-Quality Text-to-Speech Architecture. | Chenfeng Miao, Shuang Liang, Zhengchen Liu, Minchuan Chen, Jun Ma, Shaojun Wang, Jing Xiao |
| 2021 | IGARSS | Prediction of Snow Depth Based on Multi-Source Data and Machine Learning Algorithms. | Dejing Qiao, Zhen Li, Ping Zhang, Jianmin Zhou, Shuang Liang |
| 2021 | INFOCOM | Physical Layer Secure Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Approach. | Jiahui Li, Hui Kang, Geng Sun, Shuang Liang, Yanheng Liu, Ying Zhang |
| 2021 | IGARSS | Arctic Sea Ice Thickness Estimation from Icesat-2 Using Different Parameter Schemes. | Shuang Liang, Jiangyuan Zeng, Zhen Li |
| 2021 | MMM | Automatic Pose Quality Assessment for Adaptive Human Pose Refinement. | Gang Chu, Chi Xie, Shuang Liang |
| 2020 | HCI | Usability Testing of Bank of China Automatic Teller Machine. | Yingnan Weng, Shuxin Xia, Shuang Liang, Marcelo Mrico Soares |
| 2020 | ICASSP | Flow-TTS: A Non-Autoregressive Network for Text to Speech Based on Flow. | Chenfeng Miao, Shuang Liang, Minchuan Chen, Jun Ma, Shaojun Wang, Jing Xiao |
| 2020 | ISCAS | Hardware Accelerator for Engle-Granger Cointegration in Pairs Trading. | Shuang Liang, Siyuan Lu, Jun Lin, Zhongfeng Wang |
| 2020 | IGARSS | Assessment of Four Passive Microwave Sea Ice Concentrations by Using Automatic Modis Sea Ice Classification. | Shuang Liang, Jiangyuan Zeng, Zhen Li, Kun-Shan Chen, Ping Zhang |
| 2020 | MICCAI | Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation. | Wenlong Hang, Wei Feng, Shuang Liang, Lequan Yu, Qiong Wang, Kup-Sze Choi, Jing Qin |
| 2019 | CIS | Distributed Multi-Objective Community Detection in Large-Scale and Complex Networks. | Shuang Liang, Hao Li, Maoguo Gong, Yue Wu, Yun Zhu |
| 2019 | FPGA | Compressed CNN Training with FPGA-based Accelerator. | Kaiyuan Guo, Shuang Liang, Jincheng Yu, Xuefei Ning, Wenshuo Li, Yu Wang, Huazhong Yang |
| 2019 | FPGA | DNNVM: End-to-End Compiler Leveraging Operation Fusion on FPGA-based CNN Accelerators. | Yu Xing, Shuang Liang, Lingzhi Sui, Zhen Zhang, Jiantao Qiu, Xijie Jia, Xin Liu, Yushun Wang, Yi Shan, Yu Wang |
| 2019 | FPGA | A Fine-Grained Sparse Accelerator for Multi-Precision DNN. | Shulin Zeng, Yujun Lin, Shuang Liang, Junlong Kang, Dongliang Xie, Yi Shan, Song Han, Yu Wang, Huazhong Yang |
| 2019 | IGARSS | A Simple, Physically-Based Soil Moisture Index from SMAP Radiometer Observations. | Jiangyuan Zeng, Kun-Shan Chen, Chenyang Cui, Shuang Liang |
| 2019 | Interspeech | Cross-Lingual, Multi-Speaker Text-To-Speech Synthesis Using Neural Speaker Embedding. | Mengnan Chen, Minchuan Chen, Shuang Liang, Jun Ma, Lei Chen, Shaojun Wang, Jing Xiao |
| 2019 | IGARSS | Comparison of Remotely Sensed Sea Ice Concentrations with Reanalysis Dataset in Polar Regions. | Shuang Liang, Jiangyuan Zeng, Zhen Li, Kun-Shan Chen, Ping Zhang, Haiyun Bi |
| 2019 | VTC | A Hybrid Optimization Approach for Suppressing Sidelobe Level and Reducing Transmission Power in Collaborative Beamforming. | Geng Sun, Xiaohui Zhao, Shuang Liang, Yanheng Liu, Ying Zhang, Victor C. M. Leung |
| 2019 | VTC | A Modified Chicken Swarm Optimization Algorithm for Synthesizing Linear, Circular and Random Antenna Arrays. | Geng Sun, Xiaohui Zhao, Shuang Liang, Yanheng Liu, Xu Zhou, Ying Zhang |
| 2018 | CVPR | Pseudo Mask Augmented Object Detection. | Xiangyun Zhao, Shuang Liang, Yichen Wei |
| 2018 | ECCV | Integral Human Pose Regression. | Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, Yichen Wei |
| 2018 | ICARCV | An EEG-Based BCI System for Controlling Lower Exoskeleton to Step Over Obstacles in Realistic Walking Situation. | Xingguo Long, Du-Xin Liu, Shuang Liang, Zefeng Yan, Xinyu Wu |
| 2018 | IECON | A Navigation Framework for Mobile Robots with 3D LiDAR and Monocular Camera. | Xiangrui Meng, Jun Cai, Yelan Wu, Shuang Liang, Zhiqiang Cao, Shuo Wang |
| 2018 | VTC | Sparse Synthesis of Concentric Circular Antenna Array via Multi-Objective Evolutionary Computation. | Geng Sun, Yanheng Liu, Zhaoyu Chen, Shuang Liang, Qianao Ju, Ying Zhang |
| 2018 | VR | Immersing Web3D Furniture into Real Interior Images. | Chao Wang, Shuang Liang, Jinyuan Jia |
| 2017 | ICCV | Compositional Human Pose Regression. | Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei |
| 2017 | ISM | Enhancing the Performance of Brain-Computer Interface with Haptics. | Kup-Sze Choi, Shuang Liang |
| 2017 | ISM | Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces. | Xiaolu Liu, Shuang Liang, Wenlong Hang, Baiying Lei, Qiong Wang, Jing Qin, Kup-Sze Choi |
| 2017 | WCNC | Thinning of Concentric Circular Antenna Arrays Using Improved Discrete Cuckoo Search Algorithm. | Geng Sun, Yanheng Liu, Zhaoyu Chen, Ying Zhang, Aimin Wang, Shuang Liang |
| 2016 | BMVC | Attribute Recognition from Adaptive Parts. | Luwei Yang, Ligen Zhu, Yichen Wei, Shuang Liang, Ping Tan |
| 2016 | ECCV | Deep Kinematic Pose Regression. | Xingyi Zhou, Xiao Sun, Wei Zhang, Shuang Liang, Yichen Wei |
| 2015 | CVPR | Cascaded hand pose regression. | Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, Jian Sun |
| 2015 | CVPR | Object proposal by multi-branch hierarchical segmentation. | Chaoyang Wang, Long Zhao, Shuang Liang, Liqing Zhang, Jinyuan Jia, Yichen Wei |
| 2015 | SACMAT | SecLoc: Securing Location-Sensitive Storage in the Cloud. | Jingwei Li, Anna Cinzia Squicciarini, Dan Lin, Shuang Liang, Chunfu Jia |
| 2014 | ACCV | Size and Location Matter: A New Baseline for Salient Object Detection. | Long Zhao, Shuang Liang, Yichen Wei, Jinyuan Jia |
| 2014 | CEC | A memetic algorithm for solving flexible Job-Shop Scheduling Problems. | Wenping Ma, Yi Zuo, Jiulin Zeng, Shuang Liang, Licheng Jiao |
| 2014 | CVPR | Saliency Optimization from Robust Background Detection. | Wangjiang Zhu, Shuang Liang, Yichen Wei, Jian Sun |
| 2014 | ICCCN | An effective online scheme for detecting Android malware. | Shuang Liang, Xiaojiang Du, Chiu C. Tan, Wei Yu |
| 2014 | IJCNN | Finite convergence of the learning algorithms for a modified multi-valued neuron. | Dongpo Xu, Shuang Liang |
| 2010 | VRST | A creative try: composing weaving patterns by playing on a multi-input device. | Jiahua Zhang, George Baciu, Shuang Liang, Cheng Liang |
| 2010 | SERVICES | Enabling Integrated Information Framework as Cloud Services for Chemical and Petroleum Industry. | Yu Chen Zhou, Xi Ning Wang, Xin Peng Liu, Liang Xue, Shuang Liang, Chang Hua Sun |
| 2008 | CSCWD | Study on negotiation model of collaborative design based on Customer Satisfaction. | Shuang Liang, Xingyu Jiang, Jianrong Wang, Haifeng Zhao, Ye Zhang, Wanshan Wang |
| 2008 | CSCWD | Research of collaborative process workflow modeling based on stochastic Petri nets. | Yingying Su, Tianbiao Yu, Junming Hou, Shuang Liang, Wanshan Wang |
| 2007 | ICDCS | STEP: Sequentiality and Thrashing Detection Based Prefetching to Improve Performance of Networked Storage Servers. | Shuang Liang, Song Jiang, Xiaodong Zhang |
| 2006 | ICPP | High Performance Block I/O for Global File System (GFS) with InfiniBand RDMA. | Shuang Liang, Weikuan Yu, Dhabaleswar K. Panda |
| 2005 | CLUSTER | Swapping to Remote Memory over InfiniBand: An Approach using a High Performance Network Block Device. | Shuang Liang, Ranjit Noronha, Dhabaleswar K. Panda |
| 2005 | CW | Two-Phase Support Vector Clustering for Multi-Relational Data Mining. | Ping Ling, Yan Wang, Nan Lu, Jianyu Wang, Chunguang Zhou, Shuang Liang |
| 2005 | CW | Fast Algorithm for Mining Item Profit in Retails Based on Microeconomic View. | Xiujuan Xu, Lifeng Jia, Zhe Wang, Chunguang Zhou, Hongyan Zhang, Shuang Liang |
| 2005 | ICS | High performance support of parallel virtual file system (PVFS2) over Quadrics. | Weikuan Yu, Shuang Liang, Dhabaleswar K. Panda |