Liyuan Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 185

Top Venues

CoRR

ICTA

A-SSCC

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. ICLR (2024)
Liyuan Liu, Xingguang Geng, Fei Yao, Ziyang Guo, Chaohong Zhang, Yitao Zhang, Haiying Zhang, Yunfeng Wang
Real-time tracking of radial artery vessel wall using a Kalman filter-based ultrasound single-plane wave RF signal time-frequency information fusion algorithm. Biomed. Signal Process. Control. 93 (2024)
Chengyu Dong, Liyuan Liu, Jingbo Shang
Toward Student-oriented Teacher Network Training for Knowledge Distillation. ICLR (2024)
Yonghao Dang, Jianqin Yin, Liyuan Liu, Pengxiang Ding, Yuan Sun, Yanzhu Hu
DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation. CoRR (2024)
Qian Zeng, Yuheng Jia, Chuanqi Li, Liyuan Liu
3-D Deployment of UAV-BSs for Effective Communication Coverage. IEEE Internet Things J. 11 (14) (2024)
Xin Lu, Jiangchao Wu, Zhao Wang, Yifei Xiang, Liyuan Liu, Pui-In Mak, Rui Paulo Martins, Man-Kay Law
A 0.013 mm² 3.2-ns Input Range 10-Bit Cyclic Time-to-Digital Converter Using Gated Ring Oscillator With Phase Domain Reset in 65-nm CMOS. IEEE Trans. Circuits Syst. II Express Briefs 71 (8) (2024)
Xinyu Shen, Zhao Zhang, Yong Chen, Yixi Li, Yidan Zhang, Guike Li, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu
12.5-16GHz PVT-Tolerant Dual-Path Offset-Charge-Pump-Based Fractional-N PLL Achieving 72.9 fSRMs Jitter, -271.5dB FoMN, and Sub-10% Jitter Variation. CICC (2024)
Yifan Wang, Liyuan Liu, Chun Yuan, Minbo Li, Jing Liu
Negative-Sensitive Framework With Semantic Enhancement for Composed Image Retrieval. IEEE Trans. Multim. 26 (2024)
Siyuan Wei, Ke Ning, Lei Kang, Xuemin Zheng, Mingxin Zhao, Mengmeng Xu, Shuyu Wang, Xuanzhe Xu, Runjiang Dou, Shuangming Yu, Xu Yang, Jian Liu, Cong Shi, Nanjian Wu, Liyuan Liu
A Real-Time 2D/3D Perception Visual Vector Processor for 1920 × 1080 High-Resolution High-Speed Intelligent Vision Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (2024)
Chengyu Dong, Liyuan Liu, Hao Cheng, Jingbo Shang, Jianfeng Gao, Xiaodong Liu
Fast-ELECTRA for Efficient Pre-training. ICLR (2024)
Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs. ICLR (2024)
Yufan Zhuang, Liyuan Liu, Chandan Singh, Jingbo Shang, Jianfeng Gao
Learning a Decision Tree Algorithm with Transformers. CoRR (2024)
Yonghao Dang, Jianqin Yin, Liyuan Liu, Pengxiang Ding, Yuan Sun, Yanzhu Hu
DHRNet: A Dual-path Hierarchical Relation Network for multi-person pose estimation. Knowl. Based Syst. 300 (2024)
Xu Yang, Chunhe Yao, Lei Kang, Qian Luo, Nan Qi, Runjiang Dou, Shuangming Yu, Peng Feng, Zhongming Wei, Jian Liu, Kaiyou Wang, Nanjian Wu, Liyuan Liu
A Bio-Inspired Spiking Vision Chip Based on SPAD Imaging and Direct Spike Computing for Versatile Edge Vision. IEEE J. Solid State Circuits 59 (6) (2024)
Zhe Wang, Xu Yang, Na Tian, Min Liu, Ziteng Cai, Peng Feng, Runjiang Dou, Shuangming Yu, Nanjian Wu, Jian Liu, Liyuan Liu
A 64 × 128 3D-Stacked SPAD Image Sensor for Low-Light Imaging. Sensors 24 (13) (2024)
Guoqing Wang, Zhao Zhang, Xinyu Shen, Zhaoyu Zhang, Jian Liu, Nanjian Wu, Liyuan Liu
A 64-Gb/s 0.33-pJ/bit PAM4 Receiver Analog Front-End with a Single-Stage Triple-Peaking CTLE Achieving 22.5-dB Boost in 40-nm CMOS Process. ICTA (2023)
Zhangquan Wang, Jiaxuan Huang, Kelei Miao, Xiaowen Lv, Yourong Chen, Bing Su, Liyuan Liu, Meng Han
Lightweight zero-knowledge authentication scheme for IoT embedded devices. Comput. Networks 236 (2023)
Tengxiao Wang, Min Tian, Zhengqing Zhong, Haibing Wang, Junxian He, Fang Tang, Xichuan Zhou, Shuangming Yu, Nanjian Wu, Liyuan Liu, Cong Shi
27μJ/image Digital Edge Neuromorphic Chip with On-Chip 802 Frame/s Multi-Layer Spiking Neural Network Learning. A-SSCC (2023)
Zhaoyu Zhang, Zhao Zhang, Yong Chen, Guoqing Wang, Xinyu Shen, Nan Qi, Guike Li, Shuangming Yu, Jian Liu, Nanjian Wu, Liyuan Liu
0.42-pJ/bit 8-32-Gb/s Reference-Less CDR Incorporating Adaptively-Biased ChargeSharing Integrator, Alexander PFD, and 1-Tap DFE. ESSCIRC (2023)
Yixi Li, Zhao Zhang, Yong Chen, Xinyu Shen, Zhao Zhang, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu
A 12.75-to-16-GHz Spur-Jitter-Joint-Optimization SS-PLL Achieving -94.55-dBc Reference Spur, 31.9-fs Integrated Jitter and -260.1-dB FoM. A-SSCC (2023)
Yuxuan Chen, Yuhang He, Liyuan Liu, Zhen Tian, Jianming Dai, Xi-Cheng Zhang
Backward THz Emission from Two-Color Laser Field-Induced Air Plasma Filament. Sensors 23 (10) (2023)
Chengyu Dong, Liyuan Liu, Hao Cheng, Jingbo Shang, Jianfeng Gao, Xiaodong Liu
Fast-ELECTRA for Efficient Pre-training. CoRR (2023)
Yidan Zhang, Zhao Zhang, Yiqing Xu, Xinyu Shen, Nan Qi, Nanjian Wu, Jian Liu, Liyuan Liu
A Wideband Low-Noise Linear LiDAR Analog Front-End Achieving 1.6 GHz Bandwidth, $\boldsymbol{2.7}\ \mathbf{pA}/\mathbf{Hz}^{\boldsymbol{0.5}}$ Input Referred Noise, and 103 $\mathbf{dB}\mathbf{\Omega}$ Transimpedance Gain. A-SSCC (2023)
Zhengqing Zhong, Tengxiao Wang, Haibing Wang, Zhihua Zhou, Junxian He, Fang Tang, Xichuan Zhou, Shuangming Yu, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
Live Demonstration: Face Recognition at The Edge Using Fast On-Chip Deep Learning Neuromorphic Chip. AICAS (2023)
Huanhui Zhang, Xu Yang, Zhe Wang, Shuangming Yu, Peng Feng, Jian Liu, Nanjian Wu, Runjiang Dou, Liyuan Liu
A 128×128 15µm-Pitch DROIC with Pixel-Level 14-Bit ADC. ICTA (2023)
Zhao Zhang, Zhaoyu Zhang, Yong Chen, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu
A 64-Gb/s Reference-Less PAM4 CDR with Asymmetrical Linear Phase Detector Soring 231.5-fsrms Clock Jitter and 0.21-pJ/bit Energy Efficiency in 40-nm CMOS. VLSI Technology and Circuits (2023)
David Noel, Elizabeth Graham, Liyuan Liu
Parallel Data Compression Techniques. CoRR (2023)
Lei Kang, Xu Yang, Chi Zhang, Shuangming Yu, Runjiang Dou, Wenchang Li, Cong Shi, Jian Liu, Nanjian Wu, Liyuan Liu
A 24.3 μJ/Image SNN Accelerator for DVS-Gesture With WS-LOS Dataflow and Sparse Methods. IEEE Trans. Circuits Syst. II Express Briefs 70 (11) (2023)
Yongliang Xiong, Yihao Yang, Qianli Ma, Yangming Ren, Leliang Li, Guike Li, Jian Liu, Yingtao Li, Binhao Wang, Nan Qi, Liyuan Liu
A 400-Gb/s 64-QAM Optical Receiver with Monolithically Integrated TIA and Balanced-PD in 45-nm SOI CMOS. ICTA (2023)
Jingbo Shi, Han Liu, Tao Yang, Ming Jin, Haowen Shu, Fenghe Yang, Lei Shi, Yuansheng Tao, Jianrui Deng, Ruixuan Chen, Changhao Han, Jian Liu, Nanjian Wu, Nan Qi, Liyuan Liu
An 800G Integrated Silicon-Photonic Transmitter based on 16-Channel Mach-Zehnder Modulator and Co-Designed 5.35pJ/bit CMOS Drivers. ISCAS (2023)
Chengyu Dong, Liyuan Liu, Hao Cheng, Jingbo Shang, Jianfeng Gao, Xiaodong Liu
Understand and Modularize Generator Optimization in ELECTRA-style Pretraining. ICML (2023)
Leyi Chen, Cong Shi, Junxian He, Jianyi Yu, Haibing Wang, Jing Lu, Liyuan Liu, Nanjian Wu, Min Tian
An 8-T Processing-in-Memory SRAM Cell-Based Pixel-Parallel Array Processor for Vision Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Fuming Lei, Xu Yang, Jian Liu, Nanjian Wu, Cong Shi, Runjiang Dou, Liyuan Liu
A Lightweight Integer-STBP On-Chip Learning Method of Spiking Neural Networks For Edge Processors. ICTA (2023)
Liyuan Liu, Ying Kong, Gaolei Li, Meng Han
FairShare: An Incentive-Based Fairness-Aware Data Sharing Framework for Federated Learning. ICIRA (2) (2023)
Min Liu, Ziteng Cai, Shaohua Zhou, Man-Kay Law, Jian Liu, Jianguo Ma, Nanjian Wu, Liyuan Liu
A 16.4kPixel 3.08-to-3.86THz Digital Real-Time CMOS Image Sensor with 73dB Dynamic Range. ISSCC (2023)
Liyuan Liu, Jianfeng Gao, Weizhu Chen
Sparse Backpropagation for MoE Training. CoRR (2023)
Liyuan Liu, Chengyu Dong, Xiaodong Liu, Bin Yu, Jianfeng Gao
Bridging Discrete and Backpropagation: Straight-Through and Beyond. NeurIPS (2023)
Han Liu, Nan Qi, Donglai Lu, Zizheng Dong, Zhihan Zhang, Jian He, Guike Li, Leliang Li, Ye Liu, Ziyue Dang, Daigao Chen, Zhao Zhang, Jian Liu, Nanjian Wu, Xi Xiao, Liyuan Liu
A $\boldsymbol{4} \times \boldsymbol{112}-\mathbf{Gb}/\mathbf{s}$ PAM-4 Silicon-Photonic Transceiver Front-End for Linear-Drive Co-Packaged Optics. A-SSCC (2023)
Sikai Chen, Mingyang You, Yunqi Yang, Ye Jin, Ziyi Lin, Yihong Li, Leliang Li, Guike Li, Yujun Xie, Zhao Zhang, Binhao Wang, Ningfeng Tang, Faju Liu, Zheyu Fang, Jian Liu, Nanjian Wu, Yong Chen, Liyuan Liu, Ninghua Zhu, Ming Li, Nan Qi
A 50Gb/s CMOS Optical Receiver With Si-Photonics PD for High-Speed Low-Latency Chiplet I/O. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Zhao Zhang, Xinyu Shen, Zhaoyu Zhang, Guike Li, Nan Qi, Jian Liu, Yong Chen, Nanjian Wu, Liyuan Liu
A O.4V-VDD 2.25-to-2.75GHz ULV-SS-PLL Achieving 236.6fsrms Jitter, -253.8dB Jitter-Power FoM, and -76.1dBc Reference Spur. ISSCC (2023)
Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. CoRR (2023)
Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs. CoRR (2023)
Liyuan Liu, Chengyu Dong, Xiaodong Liu, Bin Yu, Jianfeng Gao
Bridging Discrete and Backpropagation: Straight-Through and Beyond. CoRR (2023)
Mengmeng Xu, Zhongxing Zhang, Honglong Li, Qian Luo, Runjiang Dou, Liyuan Liu, Jian Liu, Nanjian Wu
Hierarchical Parallel Vision Processor for High-Speed Ship Detection. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Xinyu Shen, Zhao Zhang, Guike Li, Yong Chen, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu
A 4-12.1-GHz Fractional-N Ring Sampling PLL Based on Adaptively-Biased PD-Merged DTC Achieving -37.6± 0.9-dBc Integrated Phase Noise, 261.9-fs RMS Jitter, and -240.6-dB FoM. ESSCIRC (2023)
Tengxiao Wang, Haibing Wang, Junxian He, Zhengqing Zhong, Fang Tang, Xichuan Zhou, Shuangming Yu, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks. BioCAS (2022)
Haozhe Xu, Siyuan Wei, Nan Qi, Peng Wu, Jian Liu, Nanjian Wu, Liyuan Liu, Shuangming Yu
Floorplanning and Power/Ground Network Design for A Programmable Vision Chip. ICTA (2022)
Haibing Wang, Zhen He, Tengxiao Wang, Junxian He, Xichuan Zhou, Ying Wang, Liyuan Liu, Nanjian Wu, Min Tian, Cong Shi
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity. IEEE Trans. Biomed. Circuits Syst. 16 (4) (2022)
Chengyu Dong, Liyuan Liu, Jingbo Shang
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting. NeurIPS (2022)
Manzhi Liu, Liyuan Liu, Mengqian Shi, Gang He, Shiru Zhang, Mingzhu Shi, Yue Ren, Bowen Luan
Effect of Comparative Feedback on Consumers' Energy-Saving Behavior: A College Dormitory Example. IEEE Trans. Engineering Management 69 (3) (2022)
Qiwen Liao, Yuguang Zhang, Siyuan Ma, Lei Wang, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Nanjian Wu, Liyuan Liu, Yong Chen, Xi Xiao, Nan Qi
A 50-Gb/s PAM-4 Silicon-Photonic Transmitter Incorporating Lumped-Segment MZM, Distributed CMOS Driver, and Integrated CDR. IEEE J. Solid State Circuits 57 (3) (2022)
Mingxin Zhao, Junbo Peng, Shuangming Yu, Liyuan Liu, Nanjian Wu
Exploring Structural Sparsity in CNN via Selective Penalty. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Sikai Chen, Jintao Xue, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Liyuan Liu, Binhao Wang, Yingtao Li, Nan Qi
A 224-Gb/s Inverter-Based TIA with Interleaved Active-Feedback and Distributed Peaking in 28-nm CMOS for Silicon Photonic Receivers. ICTA (2022)
Yihong Li, Sikai Chen, Yunqi Yang, Qianli Ma, Ming Zhong, Ziyi Lin, Leliang Li, Guike Li, Zhao Zhang, Liyuan Liu, Jian Liu, Nanjian Wu, Yong Chen, Qi Peng, Nan Qi
A 50-Gb/s NRZ Receiver Targeting Low-Latency Multi-Chip Module Optical I/O in 45-nm SOI CMOS. APCCAS (2022)
Zhaoyu Zhang, Xinyu Shen, Yixi Li, Guike Li, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu, Yong Chen, Zhao Zhang
6-to-20-Gb/s NRZ Bang-Bang Clock and Data Recovery Circuit With Dual-Path Loop. APCCAS (2022)
Leyi Chen, Junxian He, Jianyi Yu, Haibing Wang, Jing Lu, Liyuan Liu, Nanjian Wu, Cong Shi, Min Tian
An 8-T Processing-in-Memory SRAM Cell-Based Pixel-Parallel Array Processor for Vision Chips. APCCAS (2022)
Xuemin Zheng, Li Cheng, Mingxin Zhao, Qian Luo, Honglong Li, Runjiang Dou, Shuangming Yu, Nanjian Wu, Liyuan Liu
ViP: A Hierarchical Parallel Vision Processor for Hybrid Vision Chip. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Chengyu Dong, Liyuan Liu, Jingbo Shang
SoTeacher: A Student-oriented Teacher Network Training Framework for Knowledge Distillation. CoRR (2022)
Qian Luo, Chunhe Yao, Ke Ning, Xuemin Zheng, Mingxin Zhao, Li Cheng, Shuangming Yu, Jian Liu, Nanjian Wu, Liyuan Liu
A Programmable and Flexible Vision Processor. IEEE Trans. Circuits Syst. II Express Briefs 69 (9) (2022)
Yunqi Yang, Ming Zhong, Qianli Ma, Ziyi Lin, Leliang Li, Guike Li, Liyuan Liu, Jian Liu, Nanjian Wu, Haikun Jia, Xinghui Liu, Nan Qi
A 56Gb/s De-serializer with PAM-4 CDR for Chiplet Optical-I/O. ICTA (2022)
Zhen He, Cong Shi, Tengxiao Wang, Ying Wang, Min Tian, Xichuan Zhou, Ping Li, Liyuan Liu, Nanjian Wu, Gang Luo
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Sha Li, Liyuan Liu, Yiqing Xie, Heng Ji, Jiawei Han
PILED: An Identify-and-Localize Framework for Few-Shot Event Detection. CoRR (2022)
Ke Ning, Mingxin Zhao, Chunhe Yao, Xuemin Zheng, Mengmeng Xu, Nanjian Wu, Liyuan Liu, Shuangming Yu
A High-Speed NMS Coprocessor for Lightweight Ship Detection Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Meng Han, Dongjing Miao, Jinbao Wang, Liyuan Liu
A balm: defend the clique-based attack from a fundamental aspect. J. Comb. Optim. 44 (3) (2022)
Liyuan Liu, Biqin Song, Zhibin Pan, Chuanwu Yang, Chi Xiao, Weifu Li
Gradient Learning under Tilted Empirical Risk Minimization. Entropy 24 (7) (2022)
Li Cheng, Xuemin Zheng, Mingxin Zhao, Runjiang Dou, Shuangming Yu, Nanjian Wu, Liyuan Liu
SiamMixer: A Lightweight and Hardware-Friendly Visual Object-Tracking Network. Sensors 22 (4) (2022)
Yixi Li, Xinyu Shen, Zhaoyu Zhang, Guike Li, Tao Yin, Nan Qi, Jian Liu, Nanjian Wu, Liyuan Liu, Yong Chen, Zhao Zhang
O.7-V 31.654-μW BPSK Demodulator Incorporating Dual-Path Loop Self-Biased PLL. APCCAS (2022)
Liyuan Liu, Jinman Luo, Piao Liu, Ruijing Ye
A Wireless Transmission Model of Power Grid Equipment State Based on Compressed Sensing. ICAIS (2) (2022)
Jian He, Donglai Lu, Haiyun Xue, Sikai Chen, Han Liu, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Liyuan Liu, Nanjian Wu, Ningmei Yu, Fengman Liu, Xi Xiao, Yong Chen, Nan Qi
Design of a PAM-4 VCSEL-Based Transceiver Front-End for Beyond-400G Short-Reach Optical Interconnects. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (11) (2022)
Chi Zhang, Lei Kang, Xu Yang, Guanghao Guo, Peng Feng, Shuangming Yu, Liyuan Liu
A 1000 fps Spiking Neural Network Tracking Algorithm for On-Chip Processing of Dynamic Vision Sensor Data. ICTA (2022)
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
On the Transformer Growth for Progressive BERT Training. NAACL-HLT (2021)
Tengxiao Wang, Cong Shi, Xichuan Zhou, Yingcheng Lin, Junxian He, Ping Gan, Ping Li, Ying Wang, Liyuan Liu, Nanjian Wu, Gang Luo
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features. Neurocomputing 425 (2021)
Shuyu Wang, Mingxin Zhao, Runjiang Dou, Shuangming Yu, Liyuan Liu, Nanjian Wu
A Compact High-Quality Image Demosaicking Neural Network for Edge-Computing Devices. Sensors 21 (9) (2021)
Yingcheng Lin, Rui Li, Wei He, Xichuan Zhou, Junxian He, Ping Li, Liyuan Liu, Nanjian Wu, Cong Shi
A Pixel-Parallel Array Processor without Computational Logic for Computational Image Sensors. ICTA (2021)
Donglai Lu, Jian He, Weizhong Li, Sikai Chen, Jian Liu, Nanjian Wu, Ningmei Yu, Liyuan Liu, Yong Chen, Xi Xiao, Nan Qi
100Gb/s PAM-4 VCSEL Driver and TIA for Short-Reach 400G-1.6T Optical Interconnects. APCCAS (2021)
Chengyu Dong, Liyuan Liu, Jingbo Shang
Double Descent in Adversarial Training: An Implicit Label Noise Perspective. CoRR (2021)
Ling Zhang, Jing Yang, Cong Shi, Yingcheng Lin, Wei He, Xichuan Zhou, Xu Yang, Liyuan Liu, Nanjian Wu
A Cost-Efficient High-Speed VLSI Architecture for Spiking Convolutional Neural Network Inference Using Time-Step Binary Spike Maps. Sensors 21 (18) (2021)
Chengyu Dong, Liyuan Liu, Jingbo Shang
Data Profiling for Adversarial Training: On the Ruin of Problematic Data. CoRR (2021)
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. CoRR (2021)
Liyuan Liu, Jialu Liu, Jiawei Han
Multi-head or Single-head? An Empirical Comparison for Transformer Training. CoRR (2021)
Wei He, Jie Zhang, Yingcheng Lin, Xichuan Zhou, Ping Li, Liyuan Liu, Nanjian Wu, Cong Shi
A Low-Cost High-Speed Object Tracking VLSI System Based on Unified Textural and Dynamic Compressive Features. IEEE Trans. Circuits Syst. II Express Briefs 68 (3) (2021)
Han Liu, Guike Li, Jian Liu, Nanjian Wu, Liyuan Liu, Yingtao Li, Nan Qi
A Fast-Transient Capacitor-Less Low-Dropout Regulator for Wideband Optical Transceivers. ICTA (2021)
Haibing Wang, Zhen He, Jinsong Rao, Tengxiao Wang, Junxian He, Min Tian, Xichuan Zhou, Liyuan Liu, Nanjian Wu, Cong Shi
TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning. ICTA (2021)
Tong Fang, Min Liu, Liyuan Liu, Ziteng Cai, Runjiang Dou, Peng Feng, Nan Qi, Zhao Zhang, Jian Liu, Nanjian Wu
A 32×32 Array Terahertz Sensor in 65-nm CMOS Technology. ICTA (2021)
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. KDD (2021)
Ming Zhong, Qingwen Wang, Yong Chen, Jian Liu, Liyuan Liu, Xinghua Wang, Xiaoming Xiong, Nan Qi
A 4×25-Gb/s Serializer with Integrated CDR and 3-Tap FFE Driver for NIC Optical Interconnects. ICTA (2021)
Cong Shi, Tengxiao Wang, Junxian He, Jianghao Zhang, Liyuan Liu, Nanjian Wu
DeepTempo: A Hardware-Friendly Direct Feedback Alignment Multi-Layer Tempotron Learning Rule for Deep Spiking Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Tao Chen, Haochen Shi, Liyuan Liu, Siliang Tang, Jian Shao, Zhigang Chen, Yueting Zhuang
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training. CoRR (2021)
Peng Feng, Liyuan Liu, Nanjian Wu
Pixel Design of Ultra-high Speed CMOS Image Sensor. ASICON (2021)
Tao Chen, Haochen Shi, Liyuan Liu, Siliang Tang, Jian Shao, Zhigang Chen, Yueting Zhuang
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training. AAAI (2021)
Yang Liu, Nan Qi, Xiuli Xu, Weizhong Li, Lei Wang, Minjia Chen, Qixiang Cheng, Jingbo Shi, Liyuan Liu, Jian Liu, Xi Xiao, Nanjian Wu
A 50Gb/s PAM-4 Optical Receiver with Si-Photonic PD and Linear TIA in 40nm CMOS. ISCAS (2020)
Zhenhua Guo, Chao Gu, Shuangming Yu, Liyuan Liu, Jian Liu, Peng Feng, Nanjian Wu
A Compact On-chip Analog Memory Cell for Storing TOF Image Signal in CMOS Process. ICTA (2020)
Mingxin Zhao, Ke Ning, Shuangming Yu, Liyuan Liu, Nanjian Wu
Quantizing Oriented Object Detection Network via Outlier-Aware Quantization and IoU Approximation. IEEE Signal Process. Lett. 27 (2020)
Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu, Xiang Ren
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling. ACL (2020)
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
On the Transformer Growth for Progressive BERT Training. CoRR (2020)
Yiyun Zhou, Meng Han, Jing Selena He, Liyuan Liu, Xiaohua Xu, Xi Gao
Abnormal Activity Detection in Edge Computing: A Transfer Learning Approach. ICNC (2020)
Zichao Li, Liyuan Liu, Chengyu Dong, Jingbo Shang
Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training. CoRR (2020)
Honglei Zhuang, Fang Guo, Chao Zhang, Liyuan Liu, Jiawei Han
Joint Aspect-Sentiment Analysis with Minimal User Guidance. SIGIR (2020)
Shi Zhi, Liyuan Liu, Yu Zhang, Shiyin Wang, Qi Li, Chao Zhang, Jiawei Han
Partially-Typed NER Datasets Integration: Connecting Practice to Theory. CoRR (2020)
Mingxin Zhao, Li Cheng, Xu Yang, Peng Feng, Liyuan Liu, Nanjian Wu
TBC-Net: A real-time detector for infrared small target detection using semantic constraint. CoRR (2020)

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Publication Activity (10 Years)

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Liyuan Liu