Li Du

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 154

Top Venues

CoRR

AICAS

ISCAS

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Rongyu Zhang, Aosong Cheng, Yulin Luo, Gaole Dai, Huanrui Yang, Jiaming Liu, Ran Xu, Li Du, Yuan Du, Yanbing Jiang, Shanghang Zhang
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation. CoRR (2024)
Liulu He, Yufei Zhao, Rui Gao, Yuan Du, Li Du
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic. CoRR (2024)
Yiheng Hui, Yuanlin Nong, He Ma, Jingjing Lv, Lei Chen, Li Du, Yuan Du
A CNN-based One-shot Blind RX-side-only Equalization Scheme for High-speed SerDes links. AICAS (2024)
Aojie Jiang, Li Du, Yuan Du
GroupQ: Group-Wise Quantization With Multi-Objective Optimization for CNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. LREC/COLING (2024)
Li Du, Holden Lee, Jason Eisner, Ryan Cotterell
When is a Language Process a Language Model? ACL (Findings) (2024)
Yichuan Bai, Yaqing Li, Heng Zhang, Aojie Jiang, Yuan Du, Li Du
A Compilation Framework for SRAM Computing-in-Memory Systems With Optimized Weight Mapping and Error Correction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (8) (2024)
Rongyu Zhang, Zefan Cai, Huanrui Yang, Zidong Liu, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Baobao Chang, Yuan Du, Li Du, Shanghang Zhang
VeCAF: VLM-empowered Collaborative Active Finetuning with Training Objective Awareness. CoRR (2024)
Xuewen He, Yichuan Bai, Yujia Liu, Li Du, Zhongfeng Wang, Yuan Du
Low-Latency PAE: Permutation-Based Address Encryption Hardware Engine for IoT Real-Time Memory Protection. IEEE Internet Things J. 11 (7) (2024)
Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials. AAAI (2024)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Shaoting Zhang
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges. CoRR (2024)
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Yuan Du, Li Du, Shanghang Zhang
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for Multi-View BEV 3D Object Detection. IEEE Trans. Intell. Veh. 9 (1) (2024)
Junfeng Tan, Guosheng Yu, Jianing Li, Xiaohan Ma, Fang Bao, Evens Pan, David Bian, Yongfu Li, Yuan Du, Li Du, Bo Li, Wei Mao
AICAS Grand Challenge 2024: Software and Hardware Co-optimization for General Large Language Model Inference on CPU. AICAS (2024)
Xingrun Xing, Boyan Gao, Zheng Zhang, David A. Clifton, Shitao Xiao, Li Du, Guoqi Li, Jiajun Zhang
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking. CoRR (2024)
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. CoRR (2024)
Yichuan Bai, Xiaopeng Zhang, Qian Wang, Jingjing Lv, Lei Chen, Yuan Du, Li Du
An Area-Efficient CNN Accelerator Supporting Global Average Pooling with Arbitrary Shapes. AICAS (2024)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Jun Shi, Ting Liu, Bing Qin
Deciphering the lmpact of Pretraining Data on Large Language Models through Machine Unlearning. CoRR (2024)
Zhuang Shao, Chenjia Xie, Zihan Ning, Qi Wu, Liang Chang, Yuan Du, Li Du
An Efficient GCN Accelerator Based on Workload Reorganization and Feature Reduction. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (2024)
Jianing Li, Xi Nan, Ming Lu, Li Du, Shanghang Zhang
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis. CoRR (2024)
Likai Li, Yichuan Bai, Shengping Liu, Yang Zhao, Sunan He, Yaqing Li, Li Du, Yuan Du
Optoelectronic Computing Evaluation and Deployment Platform Based on a 256-MAC Silicon Photonic Chip. ISCAS (2024)
Long Cheng, Li Du, Cong Liu, Yang Hu, Fang Fang, Tomás Ward
Multi-modal fusion for business process prediction in call center scenarios. Inf. Fusion 108 (2024)
Tingting Wu, Xiao Ding, Li Du, Bing Qin, Ting Liu
Reasoning subevent relation over heterogeneous event graph. Knowl. Inf. Syst. 66 (9) (2024)
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Minji Tang, Li Du, Bing Qin, Ting Liu
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. IEEE Trans. Multim. 26 (2024)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges. ACL (Findings) (2024)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Shi Jun, Ting Liu, Bing Qi
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning. ACL (Findings) (2024)
Yijiang Liu, Rongyu Zhang, Huanrui Yang, Kurt Keutzer, Yuan Du, Li Du, Shanghang Zhang
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning. CoRR (2024)
Chenjia Xie, Zhuang Shao, Zhichao Chen, Yuan Du, Li Du
An Energy-Efficient Spiking Neural Network Accelerator Based on Spatio-Temporal Redundancy Reduction. IEEE Trans. Very Large Scale Integr. Syst. 32 (4) (2024)
Yajie Wu, Tianze Li, Zhuang Shao, Li Du, Yuan Du
An Efficient Design Framework for 2×2 CNN Accelerator Chiplet Cluster with SerDes Interconnects. AICAS (2023)
Zihan Ning, Tong Sun, Jizhao Li, Yanfei Ren, Chenjia Xie, Li Du, Lianggong Wen, Yuan Du
Graph Neural Network Assisted S-Parameter Inference and Control-Word Generation of Terahertz Reconfigurable Intelligent Surface. ICTA (2023)
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers. CVPR (2023)
Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials. CoRR (2023)
Qingyuan Li, Yifan Zhang, Liang Li, Peng Yao, Bo Zhang, Xiangxiang Chu, Yerui Sun, Li Du, Yuchen Xie
FPTQ: Fine-grained Post-Training Quantization for Large Language Models. CoRR (2023)
Zhichao Chen, Yang Xiao, Li Du, Yuan Du
Characterization of Charge-Trap-Transistor (CTT) Threshold Voltage Degradation and Differential-Pair-Based Memory Design. ISCAS (2023)
Yuandong Li, Li Du, Yuan Du
A Column-Parallel Time-Interleaved SAR/SS ADC for Computing in Memory with 2-8bit Reconfigurable Resolution. AICAS (2023)
Xiaolu Zhang, Lei Cui, Wuqiang Shen, Jijun Zeng, Li Du, Haoyang He, Long Cheng
File processing security detection in multi-cloud environments: a process mining approach. J. Cloud Comput. 12 (1) (2023)
Li Du, Xiao Ding, Zhouhao Sun, Ting Liu, Bing Qin, Jingshuo Liu
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing. ACL (1) (2023)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell
Tokenization and the Noiseless Channel. ACL (1) (2023)
Yichuan Bai, Zhuang Shao, Chenshuo Zhang, Aojie Jiang, Yuan Du, Li Du
Live Demonstration: An Efficient Neural Network Processor with Reduced Data Transmission and On-chip Shortcut Mapping. AICAS (2023)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell
Tokenization and the Noiseless Channel. CoRR (2023)
Haoran Geng, Xiaoliang Chen, Ning Zhao, Yuan Du, Li Du
QPA: A Quantization-Aware Piecewise Polynomial Approximation Methodology for Hardware-Efficient Implementations. IEEE Trans. Very Large Scale Integr. Syst. 31 (7) (2023)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell
A Formal Perspective on Byte-Pair Encoding. CoRR (2023)
Afra Amini, Li Du, Ryan Cotterell
Structured Voronoi Sampling. CoRR (2023)
Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis. CoRR (2023)
Jianing Li, Yuan Du, Li Du
Siamese Network Representation for Active Learning. ICIP (2023)
Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Xuying Meng, Siqi Fan, Peng Han, Jing Li, Li Du, Bowen Qin, Zheng Zhang, Aixin Sun, Yequan Wang
FLM-101B: An Open LLM and How to Train It with $100K Budget. CoRR (2023)
Heng Zhang, Yuan Du, Li Du
Linearity Analysis for Charge Domain In-memory Computing. ASICON (2023)
Hang Xu, Chenjia Xie, Xin Lu, Li Du, Yuan Du
Memory-Efficient Compression Based on Least-Squares Fitting in Convolutional Neural Network Accelerators. ASICON (2023)
Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection. ICCV (2023)
Xin Lu, Heng Zhang, Leilei Wang, Tao Fang, Chunhui Zhang, Feng Wang, Li Du, Yashe Liu, Xiangfei Chen, Yuan Du
A Non-Centralized Routing Scheme with Phase-Caching CDR for Nanosecond-Level Optical Switching Systems. ASICON (2023)
Afra Amini, Li Du, Ryan Cotterell
Structured Voronoi Sampling. NeurIPS (2023)
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell
A Measure-Theoretic Characterization of Tight Language Models. ACL (1) (2023)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell
A Formal Perspective on Byte-Pair Encoding. ACL (Findings) (2023)
Heng Zhang, Sunan He, Xin Lu, Xinjie Guo, Shaodi Wang, Yuan Du, Li Du
SSM-CIM: An Efficient CIM Macro Featuring Single-Step Multi-bit MAC Computation for CNN Edge Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Jinjiang Liu, Chaofei Zhang, Qinglei Qi, He Li, Li Du
MixNet-CA: A Novel Disease Identification Method for Chinese Roses Based on MixNet-s. IEEE Access 11 (2023)
Jianing Li, Jiabin Liu, Xingyuan Hu, Yuhang Zhang, Guosheng Yu, Shimeng Qian, Wei Mao, Li Du, Yongfu Li, Yuan Du
Grand Challenge on Software and Hardware Co-Optimization for E-Commerce Recommendation System. AICAS (2023)
Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification. DAC (2023)
Li Du, Hongyuan Mei, Jason Eisner
Autoregressive Modeling with Lookahead Attention. CoRR (2023)
Xulong Zhang, Zihao Cheng, Li Du, Yuan Du
Progressive Classifier Mechanism for Bridge Expansion Joint Health Status Monitoring System Based on Acoustic Sensors. Sensors 23 (11) (2023)
Zhiwen Gu, Feng Yang, Yuhang Zhang, Yanhan Zeng, Zhihong Luo, Yuan Du, Li Du, Yongfu Li
Design of All-Digital Two Phase Ping-Pong Switched Capacitor Voltage Doubler Power Converter. IEEE Trans. Circuits Syst. II Express Briefs 70 (10) (2023)
Franz Nowak, Anej Svete, Li Du, Ryan Cotterell
On the Representational Capacity of Recurrent Neural Language Models. CoRR (2023)
Franz Nowak, Anej Svete, Li Du, Ryan Cotterell
On the Representational Capacity of Recurrent Neural Language Models. EMNLP (2023)
Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Jason Eisner, Holden Lee, Ryan Cotterell
Principled Gradient-based Markov Chain Monte Carlo for Text Generation. CoRR (2023)
Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection. CoRR (2023)
Ryan Cotterell, Anej Svete, Clara Meister, Tianyu Liu, Li Du
Formal Aspects of Language Modeling. CoRR (2023)
Qian Liu, Li Du, Yuan Du
A 0.90-Tb/s/in 1.29-pJ/b Wireline Transceiver With Single-Ended Crosstalk Cancellation Coding Scheme for High-Density Interconnects. IEEE J. Solid State Circuits 58 (8) (2023)
Ye Lin, Yang Xiao, Jingjing Lv, Li Du, Yuan Du
A Dual-Mode Broadband Image Sensor Based on Graphene-CMOS Integration. ASICON (2023)
Chenjia Xie, Zhuang Shao, Ning Zhao, Yuan Du, Li Du
An Efficient CNN Inference Accelerator Based on Intra- and Inter-Channel Feature Map Compression. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (9) (2023)
Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification. CoRR (2022)
Wuyu Fan, Yuandong Li, Li Du, Likai Li, Yuan Du
A 3-8bit Reconfigurable Hybrid ADC Architecture with Successive-approximation and Single-slope Stages for Computing in Memory. ISCAS (2022)
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Bing Qin, Yi Zheng, Baoxing Huai
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. CoRR (2022)
Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning. EMNLP (Findings) (2022)
Yichuan Bai, Mingzhe Jiang, Qingyu Zhu, Xiaoliang Chen, Yuan Du, Li Du, Zhongfeng Wang
An Efficient High-Throughput Structured-Light Depth Engine. IEEE Trans. Very Large Scale Integr. Syst. 30 (8) (2022)
Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin
A Graph Enhanced BERT Model for Event Prediction. ACL (Findings) (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. ACL (1) (2022)
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. CoRR (2022)
Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu
CogBERT: Cognition-Guided Pre-trained Language Models. COLING (2022)
Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu
Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic. AAAI (2022)
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers. CoRR (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. CoRR (2022)
Chenjia Xie, Zhuang Shao, Hang Xu, Xiaoliang Chen, Li Du, Yuan Du, Zhongfeng Wang
Deep Neural Network Interlayer Feature Map Compression Based on Least-Squares Fitting. ISCAS (2022)
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Li Du, Shanghang Zhang
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection. CoRR (2022)
Hanyue Shui, Haoran Geng, Qiong Li, Li Du, Yuan Du
A Low-Power High-Accuracy Urban Waterlogging Depth Sensor Based on Millimeter-Wave FMCW Radar. Sensors 22 (3) (2022)
Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning. CoRR (2022)
Li Du, Xiao Ding, Yue Zhang, Kai Xiong, Ting Liu, Bing Qin
A Graph Enhanced BERT Model for Event Prediction. CoRR (2022)
Zhuang Shao, Xiaoliang Chen, Li Du, Lei Chen, Yuan Du, Wei Zhuang, Huadong Wei, Chenjia Xie, Zhongfeng Wang
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (2) (2022)
Chengqiang Zhao, Wuyu Fan, Jingjing Lv, Li Du, Yuan Du
An X-band Phase Detector Based on Quadrature Modulation in 28-nm CMOS. ISCAS (2022)
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision. CoRR (2022)
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. EMNLP (2022)
Yirong Zeng, Xiao Ding, Li Du, Ting Liu, Bing Qin
CSKE: Commonsense Knowledge Enhanced Text Extension Framework for Text-Based Logical Reasoning. CCKS (2022)
Xingyuan Hu, Zhuang Shao, Chenjia Xie, Li Du, Yuan Du
SVR: A Shard-aware Vertex Reordering Method for Efficient GNN Execution and Memory Access. ISOCC (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
Enhancing pretrained language models with structured commonsense knowledge for textual inference. Knowl. Based Syst. 254 (2022)
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell
A Measure-Theoretic Characterization of Tight Language Models. CoRR (2022)
Xuewen He, Yajie Wu, Yichuan Bai, Jie Liu, Li Du, Yuan Du
A Reconfigurable Design of Flexible-arbitrated Crossbar Interconnects in Multi-core SoC system. MCSoC (2022)
Jianing Li, Jiaming Liu, Xiaobao Wei, Jiyuan Zhang, Ming Lu, Lei Ma, Li Du, Tiejun Huang, Shanghang Zhang
Uncertainty Guided Depth Fusion for Spike Camera. CoRR (2022)
Maodong Li, Guanghui Xu, Yuanwang Fu, Tingwei Zhang, Li Du
Improved whale optimization algorithm based on variable spiral position update strategy and adaptive inertia weight. J. Intell. Fuzzy Syst. 42 (3) (2022)
Minzhe Liu, Qiang Zhou, Hengshuang Zhao, Jianing Li, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
Prototype-Voxel Contrastive Learning for LiDAR Point Cloud Panoptic Segmentation. ICRA (2022)
Bowen Chen, Xiao Ding, Li Du, Bing Qin, Ting Liu
Text Difficulty Study: Do machines behave the same as humans regarding text difficulty? CoRR (2022)
Chengjie Liu, Yuan Du, Li Du
A Contactless Glucose Solution Concentration Measurement System Based on Improved High Accurate FMCW Radar Algorithm. Sensors 22 (11) (2022)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning. ACL/IJCNLP (1) (2021)
Zhuang Shao, Xiaoliang Chen, Li Du, Lei Chen, Yuan Du, Wei Zhuang, Huadong Wei, Chenjia Xie, Zhongfeng Wang
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Li Du