| 2026 | ICDE | Distance Comparison Operations are not Silver Bullets in Vector Similarity Search: A Benchmark Study on their Merits and Limits. | Zhuanglin Zheng, Yuxiang Zeng, Chenchen Liu, Yunzhen Chi, Binhan Yang, Yongxin Tong |
| 2026 | ISCAS | InfiNAS: Architecture Search of Infinite-Dimensional Neural Networks. | Jiayu Chen, Maoliang Li, Zihao Zheng, Chenchen Liu, Weisheng Zhao, Xiang Chen |
| 2026 | ISCAS | UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogeneous NPU-PIM. | Hai Huang, Xuhong Qiang, Weisheng Zhao, Chenchen Liu |
| 2026 | ISCAS | HiMARS: High-Performance Inference for Multi-Modal/Model AI Assistant via Runtime Scheduling. | Maoliang Li, Jiayu Chen, Zihao Zheng, Chenchen Liu, Weisheng Zhao, Xiang Chen |
| 2026 | ISCAS | An Event-Driven Spiking Compute-In-Memory Macro based on SOT-MRAM. | Deyang Yu, Chenchen Liu, Chuanjie Zhang, Xiao Fang, Weisheng Zhao |
| 2026 | KSEM | Dual-Stream Adaptive Topology-Aware Knowledge Graph Embedding. | Yujie Wu, Fei Pu, Chenchen Liu, Bailin Yang, Lirong Cheng |
| 2024 | ASPDAC | QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. | Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen |
| 2024 | IROS | 3D Affordance Keypoint Detection for Robotic Manipulation. | Zhiyang Liu, Ruiteng Zhao, Lei Zhou, Chengran Yuan, Yuwei Wu, Sheng Guo, Zhengshen Zhang, Chenchen Liu, Marcelo H. Ang, Francis E. H. Tay |
| 2023 | DAC | EagleRec: Edge-Scale Recommendation System Acceleration with Inter-Stage Parallelism Optimization on GPUs. | Yongbo Yu, Fuxun Yu, Xiang Sheng, Chenchen Liu, Xiang Chen |
| 2022 | WWW | Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing. | Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen |
| 2021 | ICCAD | Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. | Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen |
| 2021 | IJCAI | Learning 3-D Human Pose Estimation from Catadioptric Videos. | Chenchen Liu, Yongzhi Li, Kangqi Ma, Duo Zhang, Peijun Bao, Yadong Mu |
| 2021 | KDD | Fed2: Feature-Aligned Federated Learning. | Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | AAAI | Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection. | Ruihai Wu, Kehan Xu, Chenchen Liu, Nan Zhuang, Yadong Mu |
| 2020 | CVPR | Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context. | Chenchen Liu, Yang Jin, Kehan Xu, Guoqiang Gong, Yadong Mu |
| 2020 | DATE | AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. | Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen |
| 2020 | DATE | DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. | Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | ISLPED | Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. | Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen |
| 2019 | ASPDAC | Build reliable and efficient neuromorphic design with memristor technology. | Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li |
| 2019 | ASPDAC | CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. | Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | ASPDAC | HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. | Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | ASPDAC | REIN: a robust training method for enhancing generalization ability of neural networks in autonomous driving systems. | Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | BMVC | Functionality-Oriented Convolutional Filter Pruning. | Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | CVPR | Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization. | Chenchen Liu, Xinyu Weng, Yadong Mu |
| 2019 | DAC | ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. | Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | DAC | MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. | Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen |
| 2019 | IJCAI | Interpreting and Evaluating Neural Network Robustness. | Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen |
| 2019 | ITNAC | Relay Selection Scheme for Energy Harvesting IoT Networks with Direct Link. | Chenchen Liu, Yuyang Zheng, Zhengyu Zhang, Weilong Ren |
| 2019 | ITNAC | Energy Efficiency Optimization in Energy Harvesting Two-Hop Half-duplex Relay Systems. | Jing Zhao, Chenchen Liu, Zhengyu Zhang, Shibin Zhang, Ming Zhao |
| 2018 | DAC | Towards accurate and high-speed spiking neuromorphic systems with data quantization-aware deep networks. | Fuqiang Liu, Chenchen Liu |
| 2018 | ISLPED | DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. | Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2018 | ITNAC | Joint Design of Relay-User Selection in Direct-link Energy Harvesting Relay Networks. | Chenchen Liu, Jing Zhao, Jiaxi Zhou, Zhengyu Zhang, Weilong Ren |
| 2018 | ITNAC | Sleep-based Resource Allocation Algorithm for Inter-Femto Interference Mitigation. | Weilong Ren, Letian Li, Yanjun Yao, Chenchen Liu, Shuo Wang |
| 2018 | VTS | Special session on reliability and vulnerability of neuromorphic computing systems. | Shimeng Yu, Chenchen Liu, Wujie Wen, Yiran Chen |
| 2017 | ASPDAC | A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. | Chenchen Liu, Qing Yang, Chi Zhang, Hao Jiang, Qing Wu, Hai Helen Li |
| 2017 | DAC | Rescuing Memristor-based Neuromorphic Design with High Defects. | Chenchen Liu, Miao Hu, John Paul Strachan, Hai (Helen) Li |
| 2017 | DATE | Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. | Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen |
| 2017 | GLOBECOM | Enhanced Physical Layer Security for Ultra-Dense D2D Communications Underlaying Cellular Networks with Full-Duplex Users. | Chenchen Liu, Tiejun Lv, Hui Gao, Yueming Lu |
| 2017 | WCNC | Novel User Scheduling Algorithms for Carrier Aggregation System in Heterogeneous Network. | Tiejun Lv, Chenchen Liu, Hui Gao |
| 2016 | APCC | On the minimum subspace coding capacity of multiplicative finite-field matrix channels with a given rank distribution. | Chenchen Liu, Xiaolin Li, Baojian Zhou, Wai Ho Mow |
| 2016 | ICCD | Design techniques of eNVM-enabled neuromorphic computing systems. | Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen |
| 2016 | ISCAS | Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. | Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai, Chenchen Liu, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Qing Wu |
| 2015 | DAC | A spiking neuromorphic design with resistive crossbar. | Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang |
| 2013 | APCC | Bounds on the expected rank of sparse linear operator channel matrices. | Chenchen Liu, Wai Ho Mow |