| 2026 | AAAI | Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing. | Ziyu Fan, Zhijian Huang, Yahan Li, Xiaowen Hu, Siyuan Shen, Yunliang Wang, Zeyu Zhong, Shuhong Liu, Shuning Yang, Shangqian Wu, Min Wu, Lei Deng |
| 2026 | ISCAS | VCCU: A RISC-V-based Edge Computing Processor Capable of General-Purpose Computing and Infrared Image Processing. | Yushan Dai, Zhengyao Shi, Jian Mei, Angyang Li, Yongliang Huang, Lei Deng, Junyu Wang, Rui Yin |
| 2026 | ISCAS | A 98.3dB-SNDR 100kHz-BW 4 | Longjiang Jia, Yuanhong Ding, Zhongwei Lin, Yushan Dai, Jian Mei, Lei Deng, Rui Yin |
| 2026 | ISIT | A Mathematical Theory of Top-k Sparse Attention via Total Variation Distance. | Georgios Tzachristas, Lei Deng, Ioannis Tzachristas, Gong Zhang, Renhai Chen |
| 2025 | CVPR | Bayesian Test-Time Adaptation for Vision-Language Models. | Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li, Xiatian Zhu, Lei Deng, Hongbin Liu, Zhen Lei |
| 2025 | DCC | Compressing Inside Generating: A Latent Domain Codec for AI-Generated Images. | Yuxu Chen, Zhenhao Sun, Yuliang Huang, Lei Deng, Wei Han, Bo Bai, Shiqi Wang |
| 2025 | ICA3PP | A GCN Accelerator with Unified Architecture. | Meng Wu, Mingyu Yan, Lei Deng, Wenming Li, Zhimin Zhang, Xiaochun Ye, Dongrui Fan |
| 2024 | ACL | Extending Context Window of Large Language Models via Semantic Compression. | Weizhi Fei, Xueyan Niu, Pingyi Zhou, Lu Hou, Bo Bai, Lei Deng, Wei Han |
| 2024 | INFOCOM | High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. | Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gndz |
| 2023 | IJCNN | Dual-Path Reconstruction Guided Segmentation Network for Unsupervised Anomaly Detection and Localization. | Junwei Xiao, Lei Deng, Zhixiang Chen, Xiu Li, Baohua Chen, Hanxi Yin |
| 2022 | ACCV | LSMD-Net: LiDAR-Stereo Fusion with Mixture Density Network for Depth Sensing. | Hanxi Yin, Lei Deng, Zhixiang Chen, Baohua Chen, Ting Sun, Yusen Xie, Junwei Xiao, Yeyu Fu, Shuixin Deng, Xiu Li |
| 2022 | ASPLOS | A one-for-all and | Bangyan Wang, Lei Deng, Fei Sun, Guohao Dai, Liu Liu, Yu Wang, Yuan Xie |
| 2022 | DATE | Accelerating Spatiotemporal Supervised Training of Large-Scale Spiking Neural Networks on GPU. | Ling Liang, Zhaodong Chen, Lei Deng, Fengbin Tu, Guoqi Li, Yuan Xie |
| 2022 | GLOBECOM | Robust Spatial-Temporal Graph-Tensor Recovery for Network Latency Estimation. | Huiyu Lin, Lei Deng, Lingzhen Wang, Haifeng Zheng, Xinxin Feng |
| 2022 | IJCAI | Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. | Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie |
| 2022 | ISIT | Optimal-Repair-Cost MDS Array Codes for a Class of Heterogeneous Distributed Storage Systems. | Zhengrui Li, Wai Ho Mow, Lei Deng, Ting-Yi Wu |
| 2021 | AAAI | Going Deeper With Directly-Trained Larger Spiking Neural Networks. | Hanle Zheng, Yujie Wu, Lei Deng, Yifan Hu, Guoqi Li |
| 2021 | CCGRID | TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs. | Yuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos, Lei Deng, Yuan Xie, Yufei Ding |
| 2021 | GLOBECOM | Reinforcement Learning Random Access for Delay-Constrained Heterogeneous Wireless Networks: A Two-User Case. | Danzhou Wu, Lei Deng, Zilong Liu, Yijin Zhang, Yunghsiang S. Han |
| 2021 | HPCA | SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator. | Xinfeng Xie, Zheng Liang, Peng Gu, Abanti Basak, Lei Deng, Ling Liang, Xing Hu, Yuan Xie |
| 2021 | IJCAI | Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. | Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei |
| 2021 | OSDI | GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs. | Yuke Wang, Boyuan Feng, Gushu Li, Shuangchen Li, Lei Deng, Yuan Xie, Yufei Ding |
| 2020 | ASPLOS | DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints. | Xing Hu, Ling Liang, Shuangchen Li, Lei Deng, Pengfei Zuo, Yu Ji, Xinfeng Xie, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie |
| 2020 | GLOBECOM | Network Latency Estimation with Graph-Laplacian Regularization Tensor Completion. | Yaying Hu, Lei Deng, Haifeng Zheng, Xinxin Feng, Youjia Chen |
| 2020 | HPCA | HyGCN: A GCN Accelerator with Hybrid Architecture. | Mingyu Yan, Lei Deng, Xing Hu, Ling Liang, Yujing Feng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie |
| 2020 | ICCAD | fuseGNN: Accelerating Graph Convolutional Neural Network Training on GPGPU. | Zhaodong Chen, Mingyu Yan, Maohua Zhu, Lei Deng, Guoqi Li, Shuangchen Li, Yuan Xie |
| 2020 | ICML | Boosting Deep Neural Network Efficiency with Dual-Module Inference. | Liu Liu, Lei Deng, Zhaodong Chen, Yuke Wang, Shuangchen Li, Jingwei Zhang, Yihua Yang, Zhenyu Gu, Yufei Ding, Yuan Xie |
| 2020 | MICRO | DUET: Boosting Deep Neural Network Efficiency on Dual-Module Architecture. | Liu Liu, Zheng Qu, Lei Deng, Fengbin Tu, Shuangchen Li, Xing Hu, Zhenyu Gu, Yufei Ding, Yuan Xie |
| 2019 | AAAI | Direct Training for Spiking Neural Networks: Faster, Larger, Better. | Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Yuan Xie, Luping Shi |
| 2019 | DATE | Memory Trojan Attack on Neural Network Accelerators. | Yang Zhao, Xing Hu, Shuangchen Li, Jing Ye, Lei Deng, Yu Ji, Jianyu Xu, Dong Wu, Yuan Xie |
| 2019 | FCCM | KPynq: A Work-Efficient Triangle-Inequality Based K-Means on FPGA. | Yuke Wang, Zhaorui Zeng, Boyuan Feng, Lei Deng, Yufei Ding |
| 2019 | ICLR | Dynamic Sparse Graph for Efficient Deep Learning. | Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie |
| 2019 | ISLPED | Balancing Memory Accesses for Energy-Efficient Graph Analytics Accelerators. | Mingyu Yan, Xing Hu, Shuangchen Li, Itir Akgun, Han Li, Xin Ma, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie |
| 2019 | MICRO | Alleviating Irregularity in Graph Analytics Acceleration: a Hardware/Software Co-Design Approach. | Mingyu Yan, Xing Hu, Shuangchen Li, Abanti Basak, Han Li, Xin Ma, Itir Akgun, Yujing Feng, Peng Gu, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie |
| 2018 | ICCCN | On the Asymptotic Performance of Delay-Constrained Slotted ALOHA. | Lei Deng, Jing Deng, Po-Ning Chen, Yunghsiang S. Han |
| 2018 | INFOCOM | Optimal Demand-Aware Ride-Sharing Routing. | Qiulin Lin, Lei Deng, Jingzhou Sun, Minghua Chen |
| 2018 | INFOCOM | A Tale of Two Metrics in Network Delay Optimization. | Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen |
| 2018 | MOBIHOC | Delay-Constrained Input-Queued Switch. | Lei Deng, Wing Shing Wong, Po-Ning Chen, Yunghsiang S. Han |
| 2018 | SIGMETRICS | An Optimal Algorithm for Online Non-Convex Learning. | Lin Yang, Lei Deng, Mohammad Hassan Hajiesmaili, Cheng Tan, Wing Shing Wong |
| 2017 | INFOCOM | Joint bidding and geographical load balancing for datacenters: Is uncertainty a blessing or a curse? | Ying Zhang, Lei Deng, Minghua Chen, Peijian Wang |
| 2017 | ITW | On the min-max-delay problem: NP-completeness, algorithm, and integrality gap. | Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen |
| 2016 | CISS | Second Chance works out better: Saving more for data center operator in open energy market. | Peijian Wang, Ying Zhang, Lei Deng, Minghua Chen, Xue Liu |
| 2016 | INFOCOM | Timely wireless flows with arbitrary traffic patterns: Capacity region and scheduling algorithms. | Lei Deng, Chih-Chun Wang, Minghua Chen, Shizhen Zhao |
| 2016 | WCNC | Dynamic spectrum allocation for heterogeneous cognitive radio network. | Wenjie Zhang, Lei Deng, Chai Kiat Yeo |
| 2015 | ICIP | Building change detection based on 3D reconstruction. | Baohua Chen, Lei Deng, Yueqi Duan, Siyuan Huang, Jie Zhou |
| 2015 | MASS | Device-to-Device Load Balancing for Cellular Networks. | Lei Deng, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song |
| 2015 | VCIP | Image set querying based localization. | Lei Deng, Siyuan Huang, Yueqi Duan, Baohua Chen, Jie Zhou |
| 2014 | VTC | Cluster-Based Cooperative Spectrum Sensing Assignment Strategy in Cognitive Radio Networks. | Wenjie Zhang, Yiqun Yang, Chai Kiat Yeo, Lei Deng |
| 2013 | ICNC | Gene expression programming based matching suitability analysis in geomagnetic aided navigation. | Peng Wang, Xiaoping Hu, Meiping Wu, Hua Mu, Lei Deng |
| 2013 | PCS | A new distortion/content-dependent video quality index (DCVQI). | Sudeng Hu, Lei Deng, C.-C. Jay Kuo |
| 2013 | RECOMB | Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties - (Extended Abstract). | Lei Deng, Jihong Guan, Xiaoming Wei, Yuan Yi, Shuigeng Zhou |
| 2012 | MMM | Colorization Using Quaternion Algebra with Automatic Scribble Generation. | Xiaowei Ding, Yi Xu, Lei Deng, Xiaokang Yang |
| 2012 | WCNC | Resource allocation for cognitive networks with D2D communication: An evolutionary approach. | Peng Cheng, Lei Deng, Hui Yu, Youyun Xu, Hailong Wang |
| 2010 | IGARSS | Experimental research on urban road extraction from high-resolution RS images using Probabilistic Topic Models. | Wenbin Yi, Yunhao Chen, Hong Tang, Lei Deng |
| 2010 | IGARSS | A CHMT model based DE-speckling method for SAR image. | Lei Deng, Wenji Zhao, Deyong Hu, Zhuowei Hu, Gaoming Cao |
| 2009 | BMVC | Multiframe Motion Segmentation via Penalized MAP Estimation and Linear Programming. | Han Hu, Quanquan Gu, Lei Deng, Jie Zhou |
| 2009 | PCS | Window-level rate control for smooth picture quality and smooth buffer occupancy. | Long Xu, Zhihang Wang, Lei Deng, Xiangyang Ji, Debin Zhao, Wen Gao |
| 2008 | GPC | ISCF: A Semantic Web Service Composition Framework Based on OAA. | Lei Deng, Jian Wu, Zhengguo Hu |
| 2007 | FPL | A Power Estimation Model for an FPGA-based Softcore Processor. | Peter Zipf, Heiko Hinkelmann, Lei Deng, Manfred Glesner, Holger Blume, Tobias G. Noll |
| 2001 | ICPADS | An Active Scheduler: Autonomous Concurrency Control of Parallel Programs in a Distributed Environment. | Satoshi Fujita, Lei Deng, Shigeaki Tagashira |