Li Du

267 papers A* 26A 5B 5C 9Misc 1Journal 150Unranked 71
YearRankTypeTitle / Venue / Authors
2026 — conf
37.2 A 47.0Tb/s/mm 112Gb/s/pin PAM4 Single-Ended Transceiver Featuring 4-Aggressor Crosstalk Cancellation and Supply-Noise Tolerance for Short-Reach Memory Interfaces.
ISSCC
Qian Liu, Yiheng Hui, Yuanlin Nong, He Ma, Yiwei Xu, Hao Hu, Jinpeng Zhu, Quan Wang, Lei Wang, Li Du, Yuan Du
2026 J jnl
A Scheduling Framework for Efficient MoE Inference on Edge GPU-NDP Systems.
CoRR
Qi Wu, Chao Fang, Jiayuan Chen, Ye Lin, Yueqi Zhang, Yichuan Bai, Yuan Du, Li Du
2026 J jnl
A Switch-Centric In-Network Architecture for Accelerating LLM Inference in Shared-Memory Network.
CoRR
Aojie Jiang, Kang Zhu, Zhiheng Zhang, Zhengxu Su, Juntao Liu, Yuan Du, Li Du
2026 J jnl
CD-PIM: A High-Bandwidth and Compute-Efficient LPDDR5-Based PIM for Low-Batch LLM Acceleration on Edge-Device.
CoRR
Ye Lin, Chao Fang, Xiaoyong Song, Qi Wu, Anying Jiang, Yichuan Bai, Li Du
2026 J jnl
Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration.
CoRR
Yang Zhao, Yangou Ouyang, Xiao Ding, Hepeng Wang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu
2026 A* conf
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation.
AAAI
Rongyu Zhang, Aosong Cheng, Yulin Luo, Gaole Dai, Huanrui Yang, Jiaming Liu, Ran Xu, Li Du, Dan Wang, Yuan Du
2026 J jnl
Key-Embedded Privacy for Decentralized AI in Biomedical Omics.
CoRR
Rongyu Zhang, Hongyu Dong, Gaole Dai, Ziqi Qiao, Shenli Zheng, Yuan Zhang, Aosong Cheng, Xiaowei Chi, Jincai Luo, Pin Li, Li Du, Dan Wang, Yuan Du, Xudong Xing, Jianxu Chen, Shanghang Zhang
2026 — conf
LLMs Know More About Numbers than They Can Say.
EACL (Volume 2: Short Papers)
Fengting Yuchi, Li Du, Jason Eisner
2026 J jnl
LLMs Know More About Numbers than They Can Say.
CoRR
Fengting Yuchi, Li Du, Jason Eisner
2026 J jnl
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization.
CoRR
Yang Zhao, Hepeng Wang, Xiao Ding, Yangou Ouyang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu
2026 A* conf
MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation.
AAAI
Rongyu Zhang, Menghang Dong, Yuan Zhang, Liang Heng, Xiaowei Chi, Gaole Dai, Li Du, Dan Wang, Yuan Du, Shanghang Zhang
2026 A* conf
Scaling Towards the Information Boundary of Instructions through Data Synthesizing.
AAAI
Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan
2026 J jnl
Towards Compositional Generalization of LLMs via Skill Taxonomy Guided Data Synthesis.
CoRR
Yifan Wei, Li Du, Xiaoyan Yu, Yang Feng, Angsheng Li
2025 C conf
A 65nm 100MS/s-400MS/s Multi-Column SAR/SS ADC with Reconfigurable 2-8 Bit Resolution for Optical and In-memory Computing.
ISCAS
Anying Jiang, Ye Lin, Jiayuan Chen, Wenhe Yin, Yize Wang, Mingqian Yang, Li Du, Yuan Du
2025 J jnl
A Fast-Convergence Near-Memory-Computing Accelerator for Solving Partial Differential Equations.
IEEE Trans. Very Large Scale Integr. Syst.
Chenjia Xie, Zhuang Shao, Ning Zhao, Xingyuan Hu, Yuan Du, Li Du
2025 J jnl
A Hybrid-Structured Lossless Compression-Decompression Engine for Intermediate Feature Maps in Vision Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst.
Junyong Hua, Hang Xu, Yichuan Bai, Yuan Du, Li Du
2025 J jnl
A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction.
CoRR
Chengjie Liu, Weiyu Chen, Huiyao Xu, Yuan Du, Jun Yang, Li Du
2025 J jnl
A Novel Bit-Adjustable Column-Parallel ADC for Scalable Emerging Computing Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Anying Jiang, Ye Lin, Likai Li, Wenbo Fan, Yuan Du, Li Du
2025 J jnl
Accelerate Scaling of LLM Alignment via Quantifying the Coverage and Depth of Instruction Set.
CoRR
Chengwei Wu, Li Du, Hanyu Zhao, Yiming Ju, Jiapu Wang, Tengfei Pan
2025 J jnl
AnalogTester: A Large Language Model-Based Framework for Automatic Testbench Generation in Analog Circuit Design.
CoRR
Weiyu Chen, Chengjie Liu, Wenhao Huang, Jinyang Lyu, Mingqian Yang, Yuan Du, Li Du, Jun Yang
2025 — conf
Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns.
ACL (1)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2025 J jnl
AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning.
CoRR
Yifan Wei, Xiaoyan Yu, Yixuan Weng, Tengfei Pan, Angsheng Li, Li Du
2025 J jnl
BASE-Q: Bias and Asymmetric Scaling Enhanced Rotational Quantization for Large Language Models.
CoRR
Liulu He, Shenli Zhen, Karwei Sun, Yijiang Liu, Yufei Zhao, Chongkang Tan, Huanrui Yang, Yuan Du, Li Du
2025 J jnl
BE-NPU: A Bandwidth-Efficient Neural Processing Unit With Adaptive Processing Schemes for Reduced Off-Chip Bandwidth Demand.
IEEE Trans. Computers
Yichuan Bai, Xiaopeng Zhang, Qian Wang, Yaqing Li, Yuan Du, Li Du
2025 J jnl
BEVUDA++: Geometric-Aware Unsupervised Domain Adaptation for Multi-View 3D Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Rongyu Zhang, Jiaming Liu, Xiaoqi Li, Xiaowei Chi, Dan Wang, Li Du, Yuan Du, Shanghang Zhang
2025 J jnl
BEVUDA++: Geometric-aware Unsupervised Domain Adaptation for Multi-View 3D Object Detection.
CoRR
Rongyu Zhang, Jiaming Liu, Xiaoqi Li, Xiaowei Chi, Dan Wang, Li Du, Yuan Du, Shanghang Zhang
2025 J jnl
Benchmarking and Pushing the Multi-Bias Elimination Boundary of LLMs via Causal Effect Estimation-guided Debiasing.
CoRR
Zhouhao Sun, Zhiyuan Kan, Xiao Ding, Li Du, Yang Zhao, Bing Qin, Ting Liu
2025 A* conf
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency.
AAAI
Hanyu Zhao, Li Du, Yiming Ju, Chengwei Wu, Tengfei Pan
2025 — conf
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection.
ACL (1)
Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu
2025 J jnl
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection.
CoRR
Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu
2025 J jnl
CI-VID: A Coherent Interleaved Text-Video Dataset.
CoRR
Yiming Ju, Jijin Hu, Zhengxiong Luo, Haoge Deng, Hanyu Zhao, Li Du, Chengwei Wu, Donglin Hao, Xinlong Wang, Tengfei Pan
2025 J jnl
Calculating of stomatal index for tomato and lettuce based on You Only Look Once version 8 and improved High-Resolution Network.
Eng. Appl. Artif. Intell.
Yang Xu, Li Du, Qingrui Zhu, Can Wang, Liyuan Zhang, Yaxiao Niu, Qi Li, Danyan Chen, Junhua Zhang
2025 J jnl
Com
CoRR
Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu
2025 — conf
Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models.
ACL (1)
Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu
2025 J jnl
Corrections to "An Efficient Two-Stage Pipelined Compute-in-Memory Macro for Accelerating Transformer Feed-Forward Networks".
IEEE Trans. Very Large Scale Integr. Syst.
Heng Zhang, Wenhe Yin, Sunan He, Yuan Du, Li Du
2025 A* conf
Delving into Topology Representation for Layout Pattern: A Novel Contrastive Learning Framework for Hotspot Detection.
DAC
Silin Chen, Kangjian Di, Guohao Wang, Wenzheng Zhao, Li Du, Ningmu Zou
2025 A conf
DiffCkt: A Diffusion Model-Based Hybrid Neural Network Framework for Automatic Transistor-Level Generation of Analog Circuits.
ICCAD
Chengjie Liu, Jiajia Li, Yabing Feng, Wenhao Huang, Weiyu Chen, Yuan Du, Jun Yang, Li Du
2025 J jnl
DiffCkt: A Diffusion Model-Based Hybrid Neural Network Framework for Automatic Transistor-Level Generation of Analog Circuits.
CoRR
Chengjie Liu, Jiajia Li, Yabing Feng, Wenhao Huang, Weiyu Chen, Yuan Du, Jun Yang, Li Du
2025 J jnl
Dimensional multi-objective optimization design for 2RPU-RPS parallel mechanism.
Robotica
Siyang Peng, Li Du, Linxian Che, Zujin Jin
2025 J jnl
Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements.
CoRR
Yiming Liang, Yizhi Li, Yantao Du, Ge Zhang, Jiayi Zhou, Yuchen Wu, Yinzhu Piao, Denghui Cao, Tong Sun, Ziniu Li, Li Du, Bo Lei, Jiaheng Liu, Chenghua Lin, Zhaoxiang Zhang, Wenhao Huang, Jiajun Zhang
2025 A* conf
FBQuant: FeedBack Quantization for Large Language Models.
IJCAI
Yijiang Liu, Hengyu Fang, Liulu He, Rongyu Zhang, Yichuan Bai, Yuan Du, Li Du
2025 J jnl
FBQuant: FeedBack Quantization for Large Language Models.
CoRR
Yijiang Liu, Hengyu Fang, Liulu He, Rongyu Zhang, Yichuan Bai, Yuan Du, Li Du
2025 J jnl
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling.
CoRR
Benjamin Lipkin, Benjamin LeBrun, Jacob Hoover Vigly, João Loula, David R. MacIver, Li Du, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Timothy J. O'Donnell, Alexander K. Lew, Tim Vieira
2025 J jnl
Image2Net: Datasets, Benchmark and Hybrid Framework to Convert Analog Circuit Diagrams into Netlists.
CoRR
Haohang Xu, Chengjie Liu, Qihang Wang, Wenhao Huang, Yongjian Xu, Weiyu Chen, Anlan Peng, Zhijun Li, Bo Li, Lei Qi, Jun Yang, Yuan Du, Li Du
2025 J jnl
Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models.
CoRR
Jijie Li, Li Du, Hanyu Zhao, Bowen Zhang, Liangdong Wang, Boyan Gao, Guang Liu, Yonghua Lin
2025 J jnl
Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models.
CoRR
Zhouhao Sun, Xiao Ding, Li Du, Yunpeng Xu, Yixuan Ma, Yang Zhao, Bing Qin, Ting Liu
2025 — conf
KV Cache Compression Based on Token-Level Redundancy Elimination and Bit-Level Encoding.
AICAS
Tianze Li, Chenjia Xie, Jiayuan Chen, Yuan Du, Li Du
2025 J jnl
Low-Latency DAE: A Configurable Lightweight Hybrid Data and Address Encryption Engine for IoT Real-Time NVM Protection.
IEEE Internet Things J.
Xuewen He, Li Du, Yuan Du
2025 J jnl
MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation.
CoRR
Rongyu Zhang, Menghang Dong, Yuan Zhang, Liang Heng, Xiaowei Chi, Gaole Dai, Li Du, Dan Wang, Yuan Du, Shanghang Zhang
2025 A* conf
PAT: Pruning-Aware Tuning for Large Language Models.
AAAI
Yijiang Liu, Huanrui Yang, Youxin Chen, Rongyu Zhang, Miao Wang, Yuan Du, Li Du
2025 J jnl
RAC-NAF: A Reconfigurable Analog Circuitry for Nonlinear Activation Function Computation in Computing-in-Memory.
IEEE J. Solid State Circuits
Chenjia Xie, Zhuang Shao, Mingzhe Zhang, Yuan Du, Li Du
2025 J jnl
RepCaM++: Exploring Transparent Visual Prompt With Inference-Time Re-Parameterization for Neural Video Delivery.
CoRR
Rongyu Zhang, Xize Duan, Jiaming Liu, Li Du, Yuan Du, Dan Wang, Shanghang Zhang, Fangxin Wang
2025 J jnl
RepCaM++: Exploring Transparent Visual Prompt With Inference-Time Re-Parameterization for Neural Video Delivery.
IEEE Trans. Mob. Comput.
Rongyu Zhang, Xize Duan, Jiaming Liu, Li Du, Yuan Du, Dan Wang, Shanghang Zhang, Fangxin Wang
2025 J jnl
SQAP-VLA: A Synergistic Quantization-Aware Pruning Framework for High-Performance Vision-Language-Action Models.
CoRR
Hengyu Fang, Yijiang Liu, Yuan Du, Li Du, Huanrui Yang
2025 J jnl
Scaling Towards the Information Boundary of Instruction Set: InfinityInstruct-Subject Technical Report.
CoRR
Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan
2025 A* conf
SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation.
ICRA
Jianing Li, Ming Lu, Juntao Liu, Hao Wang, Chenyang Gu, Wenzhao Zheng, Li Du, Shanghang Zhang
2025 J jnl
SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation.
CoRR
Jianing Li, Ming Lu, Hao Wang, Chenyang Gu, Wenzhao Zheng, Li Du, Shanghang Zhang
2025 A* conf
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking.
ICLR
Xingrun Xing, Boyan Gao, Zheng Liu, David A. Clifton, Shitao Xiao, Wanpeng Zhang, Li Du, Zheng Zhang, Guoqi Li, Jiajun Zhang
2025 J jnl
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs.
CoRR
Yifan Wei, Xiaoyan Yu, Tengfei Pan, Angsheng Li, Li Du
2025 A* conf
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo.
ICLR
João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell
2025 J jnl
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo.
CoRR
João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell
2025 — conf
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch.
EMNLP (Findings)
Yirong Zeng, Xiao Ding, Yutai Hou, Yuxian Wang, Li Du, Juyi Dai, Qiuyang Ding, Duyu Tang, Dandan Tu, Weiwen Liu, Bing Qin, Ting Liu
2025 J jnl
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch.
CoRR
Yirong Zeng, Xiao Ding, Yutai Hou, Yuxian Wang, Li Du, Juyi Dai, Qiuyang Ding, Duyu Tang, Dandan Tu, Weiwen Liu, Bing Qin, Ting Liu
2025 J jnl
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection.
CoRR
Yang Zhao, Kai Xiong, Xiao Ding, Li Du, YangouOuyang, Zhouhao Sun, Jiannan Guan, Wenbin Zhang, Bin Liu, Dong Hu, Bing Qin, Ting Liu
2024 — conf
A 500MHz, 0.5% THD With 400mVpp Linear Transimpedance Amplifier (TIA) for Analog Optical and In-memory Computing Applications.
APCCAS
Kuanyu Gu, Zhan Ning, Likai Li, Jingjing Lv, Zhong Zhang, Li Du, Yuan Du
2024 — conf
A CNN-based One-shot Blind RX-side-only Equalization Scheme for High-speed SerDes links.
AICAS
Yiheng Hui, Yuanlin Nong, He Ma, Jingjing Lv, Lei Chen, Li Du, Yuan Du
2024 J jnl
A Compilation Framework for SRAM Computing-in-Memory Systems With Optimized Weight Mapping and Error Correction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yichuan Bai, Yaqing Li, Heng Zhang, Aojie Jiang, Yuan Du, Li Du
2024 — conf
A Resource-Efficient Weight Quantization and Mapping Method for Crossbar Arrays in ReRAM-based Computing-in-Memory Systems.
APCCAS
Mingyuan Ma, Wei Jiang, Juntao Liu, Li Du, Zhongyuan Ma, Yuan Du
2024 — conf
A Streaming Transformer Accelerator with Efficient On-Chip Normalization.
APCCAS
Ning Zhao, Jiayuan Chen, Jingjing Lv, Chenjia Xie, Yuan Du, Li Du
2024 — conf
AICAS Grand Challenge 2024: Software and Hardware Co-optimization for General Large Language Model Inference on CPU.
AICAS
Junfeng Tan, Guosheng Yu, Jianing Li, Xiaohan Ma, Fang Bao, Evens Pan, David Bian, Yongfu Li, Yuan Du, Li Du, Bo Li, Wei Mao
2024 J jnl
AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting.
CoRR
Chengjie Liu, Weiyu Chen, Anlan Peng, Yuan Du, Li Du, Jun Yang
2024 J jnl
An 11T1C Bit-Level-Sparsity-Aware Computing- in-Memory Macro With Adaptive Conversion Time and Computation Voltage.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ye Lin, Yuandong Li, Heng Zhang, He Ma, Jingjing Lv, Anying Jiang, Yuan Du, Li Du
2024 — conf
An Area-Efficient CNN Accelerator Supporting Global Average Pooling with Arbitrary Shapes.
AICAS
Yichuan Bai, Xiaopeng Zhang, Qian Wang, Jingjing Lv, Lei Chen, Yuan Du, Li Du
2024 J jnl
An Efficient GCN Accelerator Based on Workload Reorganization and Feature Reduction.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhuang Shao, Chenjia Xie, Zihan Ning, Qi Wu, Liang Chang, Yuan Du, Li Du
2024 — conf
An Efficient On-Chip Storage Solution for CNN Accelerator Based on Self-tuning and Co-scheduling.
APCCAS
Chengrui Li, Ning Zhao, Xiaopeng Zhang, Wei Gao, Chenjia Xie, Yuan Du, Li Du
2024 J jnl
An Efficient Two-Stage Pipelined Compute-in-Memory Macro for Accelerating Transformer Feed-Forward Networks.
IEEE Trans. Very Large Scale Integr. Syst.
Heng Zhang, Wenhe Yin, Sunan He, Yuan Du, Li Du
2024 J jnl
An Energy-Efficient Spiking Neural Network Accelerator Based on Spatio-Temporal Redundancy Reduction.
IEEE Trans. Very Large Scale Integr. Syst.
Chenjia Xie, Zhuang Shao, Zhichao Chen, Yuan Du, Li Du
2024 J jnl
An Offset-Cancellation Technique Using Charge-Trap Transistors and Asynchronous Programming Scheme.
IEEE Trans. Circuits Syst. II Express Briefs
Ye Lin, Anying Jiang, Jingjing Lv, Yuan Du, Li Du
2024 J jnl
AquilaMoE: Efficient Training for MoE Models with Scale-Up and Scale-Out Strategies.
CoRR
Bo-Wen Zhang, Liangdong Wang, Ye Yuan, Jijie Li, Shuhao Gu, Mengdi Zhao, Xinya Wu, Guang Liu, Chengwei Wu, Hanyu Zhao, Li Du, Yiming Ju, Quanyue Ma, Yulong Ao, Yingli Zhao, Songhe Zhu, Zhou Cao, Dong Liang, Yonghua Lin, Ming Zhang, Shunfei Wang, Yanxin Zhou, Min Ye, Xuekai Chen, Xinyang Yu, Xiangjun Huang, Jian Yang
2024 — conf
Artificial Intelligence Design for Real-time Fall Detection.
BioCAS
Zixuan Wang, Yuqi Wu, Shuren Wang, Xihua Wang, Li Du, Yuan Du, Jie Chen
2024 J jnl
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for Multi-View BEV 3D Object Detection.
IEEE Trans. Intell. Veh.
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Yuan Du, Li Du, Shanghang Zhang
2024 J jnl
Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency.
CoRR
Hanyu Zhao, Li Du, Yiming Ju, Chengwei Wu, Tengfei Pan
2024 A* conf
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials.
AAAI
Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang
2024 — conf
Causal-Guided Active Learning for Debiasing Large Language Models.
ACL (1)
Zhouhao Sun, Li Du, Xiao Ding, Yixuan Ma, Yang Zhao, Kaitao Qiu, Ting Liu, Bing Qin
2024 J jnl
Causal-Guided Active Learning for Debiasing Large Language Models.
CoRR
Li Du, Zhouhao Sun, Xiao Ding, Yixuan Ma, Yang Zhao, Kaitao Qiu, Ting Liu, Bing Qin
2024 — conf
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning.
ACL (Findings)
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Shi Jun, Ting Liu, Bing Qin
2024 J jnl
Deciphering the lmpact of Pretraining Data on Large Language Models through Machine Unlearning.
CoRR
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Jun Shi, Ting Liu, Bing Qin
2024 J jnl
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation.
CoRR
Rongyu Zhang, Aosong Cheng, Yulin Luo, Gaole Dai, Huanrui Yang, Jiaming Liu, Ran Xu, Li Du, Yuan Du, Yanbing Jiang, Shanghang Zhang
2024 J jnl
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning.
CoRR
Kai Xiong, Xiao Ding, Li Du, Jiahao Ying, Ting Liu, Bing Qin, Yixin Cao
2024 J jnl
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination.
IEEE Trans. Multim.
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Minji Tang, Li Du, Bing Qin, Ting Liu
2024 J jnl
Elimination of Non-Idealities for Multi-Channel Phased Array Systems with Zero-IF Receiver.
J. Signal Process. Syst.
Yiping Shi, Mingyuan Ma, Sunan He, Yanfei Ren, Li Du, Yuan Du
2024 J jnl
GroupQ: Group-Wise Quantization With Multi-Objective Optimization for CNN Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Aojie Jiang, Li Du, Yuan Du
2024 J jnl
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning.
CoRR
Yijiang Liu, Rongyu Zhang, Huanrui Yang, Kurt Keutzer, Yuan Du, Li Du, Shanghang Zhang
2024 J jnl
Low-Latency PAE: Permutation-Based Address Encryption Hardware Engine for IoT Real-Time Memory Protection.
IEEE Internet Things J.
Xuewen He, Yichuan Bai, Yujia Liu, Li Du, Zhongfeng Wang, Yuan Du
2024 — conf
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges.
ACL (Findings)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang
2024 J jnl
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges.
CoRR
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Shaoting Zhang
2024 J jnl
Multi-modal fusion for business process prediction in call center scenarios.
Inf. Fusion
Long Cheng, Li Du, Cong Liu, Yang Hu, Fang Fang, Tomás Ward
2024 C conf
Optoelectronic Computing Evaluation and Deployment Platform Based on a 256-MAC Silicon Photonic Chip.
ISCAS
Likai Li, Yichuan Bai, Shengping Liu, Yang Zhao, Sunan He, Yaqing Li, Li Du, Yuan Du
2024 J jnl
PAT: Pruning-Aware Tuning for Large Language Models.
CoRR
Yijiang Liu, Huanrui Yang, Youxin Chen, Rongyu Zhang, Miao Wang, Yuan Du, Li Du
2024 A* conf
Principled Gradient-Based MCMC for Conditional Sampling of Text.
ICML
Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Holden Lee, Jason Eisner, Ryan Cotterell
2024 A* conf
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought.
CVPR
Junyi Yao, Yijiang Liu, Zhen Dong, Mingfei Guo, Helan Hu, Kurt Keutzer, Li Du, Daquan Zhou, Shanghang Zhang
2024 J jnl
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis.
CoRR
Jianing Li, Xi Nan, Ming Lu, Li Du, Shanghang Zhang
2024 J jnl
Reasoning subevent relation over heterogeneous event graph.
Knowl. Inf. Syst.
Tingting Wu, Xiao Ding, Li Du, Bing Qin, Ting Liu
2024 A* conf
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic.
ICML
Liulu He, Yufei Zhao, Rui Gao, Yuan Du, Li Du
2024 J jnl
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic.
CoRR
Liulu He, Yufei Zhao, Rui Gao, Yuan Du, Li Du
2024 J jnl
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking.
CoRR
Xingrun Xing, Boyan Gao, Zheng Zhang, David A. Clifton, Shitao Xiao, Li Du, Guoqi Li, Jiajun Zhang
2024 J jnl
Supervised Fine-Tuning: An Activation Pattern Optimization Process for Attention Heads.
CoRR
Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2024 B conf
The Current Situation and Enhancement Strategies of Teachers' Core Literacy in Township Secondary School under Smart Learning Environments.
ICALT
Jiachao Wei, Li Du, Yuchen Gou
2024 — conf
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation.
LREC/COLING
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
2024 J jnl
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation.
CoRR
Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin
2024 J jnl
VeCAF: VLM-empowered Collaborative Active Finetuning with Training Objective Awareness.
CoRR
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
2024 A* conf
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness.
ACM Multimedia
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
2024 — conf
When is a Language Process a Language Model?
ACL (Findings)
Li Du, Holden Lee, Jason Eisner, Ryan Cotterell
2024 — conf
Wind Noise Reduction with Orthogonal Polynomial Expansion.
APSIPA
Li Du, Chao Pan, Lijun Zhang
2023 J jnl
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
Qian Liu, Li Du, Yuan Du
2023 — conf
A Column-Parallel Time-Interleaved SAR/SS ADC for Computing in Memory with 2-8bit Reconfigurable Resolution.
AICAS
Yuandong Li, Li Du, Yuan Du
2023 — conf
A Dual-Mode Broadband Image Sensor Based on Graphene-CMOS Integration.
ASICON
Ye Lin, Yang Xiao, Jingjing Lv, Li Du, Yuan Du
2023 — conf
A Formal Perspective on Byte-Pair Encoding.
ACL (Findings)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell
2023 J jnl
A Formal Perspective on Byte-Pair Encoding.
CoRR
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell
2023 — conf
A Measure-Theoretic Characterization of Tight Language Models.
ACL (1)
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell
2023 — conf
A Non-Centralized Routing Scheme with Phase-Caching CDR for Nanosecond-Level Optical Switching Systems.
ASICON
Xin Lu, Heng Zhang, Leilei Wang, Tao Fang, Chunhui Zhang, Feng Wang, Li Du, Yashe Liu, Xiangfei Chen, Yuan Du
2023 J jnl
An Efficient CNN Inference Accelerator Based on Intra- and Inter-Channel Feature Map Compression.
IEEE Trans. Circuits Syst. I Regul. Pap.
Chenjia Xie, Zhuang Shao, Ning Zhao, Yuan Du, Li Du
2023 — conf
An Efficient Design Framework for 2×2 CNN Accelerator Chiplet Cluster with SerDes Interconnects.
AICAS
Yajie Wu, Tianze Li, Zhuang Shao, Li Du, Yuan Du
2023 J jnl
Autoregressive Modeling with Lookahead Attention.
CoRR
Li Du, Hongyuan Mei, Jason Eisner
2023 J jnl
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials.
CoRR
Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang
2023 A* conf
CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification.
DAC
Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
2023 C conf
Characterization of Charge-Trap-Transistor (CTT) Threshold Voltage Degradation and Differential-Pair-Based Memory Design.
ISCAS
Zhichao Chen, Yang Xiao, Li Du, Yuan Du
2023 J jnl
Design of All-Digital Two Phase Ping-Pong Switched Capacitor Voltage Doubler Power Converter.
IEEE Trans. Circuits Syst. II Express Briefs
Zhiwen Gu, Feng Yang, Yuhang Zhang, Yanhan Zeng, Zhihong Luo, Yuan Du, Li Du, Yongfu Li
2023 J jnl
FLM-101B: An Open LLM and How to Train It with $100K Budget.
CoRR
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
2023 J jnl
FPTQ: Fine-grained Post-Training Quantization for Large Language Models.
CoRR
Qingyuan Li, Yifan Zhang, Liang Li, Peng Yao, Bo Zhang, Xiangxiang Chu, Yerui Sun, Li Du, Yuchen Xie
2023 J jnl
File processing security detection in multi-cloud environments: a process mining approach.
J. Cloud Comput.
Xiaolu Zhang, Lei Cui, Wuqiang Shen, Jijun Zeng, Li Du, Haoyang He, Long Cheng
2023 J jnl
Formal Aspects of Language Modeling.
CoRR
Ryan Cotterell, Anej Svete, Clara Meister, Tianyu Liu, Li Du
2023 — conf
Grand Challenge on Software and Hardware Co-Optimization for E-Commerce Recommendation System.
AICAS
Jianing Li, Jiabin Liu, Xingyuan Hu, Yuhang Zhang, Guosheng Yu, Shimeng Qian, Wei Mao, Li Du, Yongfu Li, Yuan Du
2023 — conf
Graph Neural Network Assisted S-Parameter Inference and Control-Word Generation of Terahertz Reconfigurable Intelligent Surface.
ICTA
Zihan Ning, Tong Sun, Jizhao Li, Yanfei Ren, Chenjia Xie, Li Du, Lianggong Wen, Yuan Du
2023 — conf
Linearity Analysis for Charge Domain In-memory Computing.
ASICON
Heng Zhang, Yuan Du, Li Du
2023 — conf
Live Demonstration: An Efficient Neural Network Processor with Reduced Data Transmission and On-chip Shortcut Mapping.
AICAS
Yichuan Bai, Zhuang Shao, Chenshuo Zhang, Aojie Jiang, Yuan Du, Li Du
2023 — conf
Memory-Efficient Compression Based on Least-Squares Fitting in Convolutional Neural Network Accelerators.
ASICON
Hang Xu, Chenjia Xie, Xin Lu, Li Du, Yuan Du
2023 J jnl
MixNet-CA: A Novel Disease Identification Method for Chinese Roses Based on MixNet-s.
IEEE Access
Jinjiang Liu, Chaofei Zhang, Qinglei Qi, He Li, Li Du
2023 A* conf
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers.
CVPR
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
2023 A* conf
On the Representational Capacity of Recurrent Neural Language Models.
EMNLP
Franz Nowak, Anej Svete, Li Du, Ryan Cotterell
2023 J jnl
On the Representational Capacity of Recurrent Neural Language Models.
CoRR
Franz Nowak, Anej Svete, Li Du, Ryan Cotterell
2023 J jnl
Principled Gradient-based Markov Chain Monte Carlo for Text Generation.
CoRR
Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Jason Eisner, Holden Lee, Ryan Cotterell
2023 J jnl
Progressive Classifier Mechanism for Bridge Expansion Joint Health Status Monitoring System Based on Acoustic Sensors.
Sensors
Xulong Zhang, Zihao Cheng, Li Du, Yuan Du
2023 A* conf
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection.
ICCV
Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
2023 J jnl
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection.
CoRR
Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
2023 J jnl
QPA: A Quantization-Aware Piecewise Polynomial Approximation Methodology for Hardware-Efficient Implementations.
IEEE Trans. Very Large Scale Integr. Syst.
Haoran Geng, Xiaoliang Chen, Ning Zhao, Yuan Du, Li Du
2023 J jnl
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis.
CoRR
Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang
2023 J jnl
SSM-CIM: An Efficient CIM Macro Featuring Single-Step Multi-bit MAC Computation for CNN Edge Inference.
IEEE Trans. Circuits Syst. I Regul. Pap.
Heng Zhang, Sunan He, Xin Lu, Xinjie Guo, Shaodi Wang, Yuan Du, Li Du
2023 B conf
Siamese Network Representation for Active Learning.
ICIP
Jianing Li, Yuan Du, Li Du
2023 A* conf
Structured Voronoi Sampling.
NeurIPS
Afra Amini, Li Du, Ryan Cotterell
2023 J jnl
Structured Voronoi Sampling.
CoRR
Afra Amini, Li Du, Ryan Cotterell
2023 — conf
Tokenization and the Noiseless Channel.
ACL (1)
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell
2023 J jnl
Tokenization and the Noiseless Channel.
CoRR
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell
2023 — conf
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing.
ACL (1)
Li Du, Xiao Ding, Zhouhao Sun, Ting Liu, Bing Qin, Jingshuo Liu
2022 C conf
A 3-8bit Reconfigurable Hybrid ADC Architecture with Successive-approximation and Single-slope Stages for Computing in Memory.
ISCAS
Wuyu Fan, Yuandong Li, Li Du, Likai Li, Yuan Du
2022 J jnl
A Contactless Glucose Solution Concentration Measurement System Based on Improved High Accurate FMCW Radar Algorithm.
Sensors
Chengjie Liu, Yuan Du, Li Du
2022 — conf
A Graph Enhanced BERT Model for Event Prediction.
ACL (Findings)
Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin
2022 J jnl
A Graph Enhanced BERT Model for Event Prediction.
CoRR
Li Du, Xiao Ding, Yue Zhang, Kai Xiong, Ting Liu, Bing Qin
2022 J jnl
A Low-Power High-Accuracy Urban Waterlogging Depth Sensor Based on Millimeter-Wave FMCW Radar.
Sensors
Hanyue Shui, Haoran Geng, Qiong Li, Li Du, Yuan Du
2022 J jnl
A Measure-Theoretic Characterization of Tight Language Models.
CoRR
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell
2022 — conf
A Reconfigurable Design of Flexible-arbitrated Crossbar Interconnects in Multi-core SoC system.
MCSoC
Xuewen He, Yajie Wu, Yichuan Bai, Jie Liu, Li Du, Yuan Du
2022 J jnl
An Efficient High-Throughput Structured-Light Depth Engine.
IEEE Trans. Very Large Scale Integr. Syst.
Yichuan Bai, Mingzhe Jiang, Qingyu Zhu, Xiaoliang Chen, Yuan Du, Li Du, Zhongfeng Wang
2022 C conf
An X-band Phase Detector Based on Quadrature Modulation in 28-nm CMOS.
ISCAS
Chengqiang Zhao, Wuyu Fan, Jingjing Lv, Li Du, Yuan Du
2022 J jnl
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection.
CoRR
Jianing Li, Ming Lu, Jiaming Liu, Yandong Guo, Li Du, Shanghang Zhang
2022 J jnl
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision.
CoRR
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen
2022 — conf
CSKE: Commonsense Knowledge Enhanced Text Extension Framework for Text-Based Logical Reasoning.
CCKS
Yirong Zeng, Xiao Ding, Li Du, Ting Liu, Bing Qin
2022 J jnl
CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification.
CoRR
Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
2022 B conf
CogBERT: Cognition-Guided Pre-trained Language Models.
COLING
Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu
2022 C conf
Deep Neural Network Interlayer Feature Map Compression Based on Least-Squares Fitting.
ISCAS
Chenjia Xie, Zhuang Shao, Hang Xu, Xiaoliang Chen, Li Du, Yuan Du, Zhongfeng Wang
2022 J jnl
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination.
CoRR
Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Li Du, Bing Qin, Ting Liu
2022 J jnl
Enhancing pretrained language models with structured commonsense knowledge for textual inference.
Knowl. Based Syst.
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2022 — conf
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning.
EMNLP (Findings)
Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei
2022 J jnl
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning.
CoRR
Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei
2022 J jnl
Improved whale optimization algorithm based on variable spiral position update strategy and adaptive inertia weight.
J. Intell. Fuzzy Syst.
Maodong Li, Guanghui Xu, Yuanwang Fu, Tingwei Zhang, Li Du
2022 J jnl
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhuang Shao, Xiaoliang Chen, Li Du, Lei Chen, Yuan Du, Wei Zhuang, Huadong Wei, Chenjia Xie, Zhongfeng Wang
2022 A* conf
Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic.
AAAI
Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu
2022 J jnl
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers.
CoRR
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang
2022 A* conf
Prototype-Voxel Contrastive Learning for LiDAR Point Cloud Panoptic Segmentation.
ICRA
Minzhe Liu, Qiang Zhou, Hengshuang Zhao, Jianing Li, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang
2022 A* conf
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks.
EMNLP
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai
2022 J jnl
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks.
CoRR
Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Bing Qin, Yi Zheng, Baoxing Huai
2022 — conf
SVR: A Shard-aware Vertex Reordering Method for Efficient GNN Execution and Memory Access.
ISOCC
Xingyuan Hu, Zhuang Shao, Chenjia Xie, Li Du, Yuan Du
2022 J jnl
Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?
CoRR
Bowen Chen, Xiao Ding, Li Du, Bing Qin, Ting Liu
2022 J jnl
Uncertainty Guided Depth Fusion for Spike Camera.
CoRR
Jianing Li, Jiaming Liu, Xiaobao Wei, Jiyuan Zhang, Ming Lu, Lei Ma, Li Du, Tiejun Huang, Shanghang Zhang
2022 — conf
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning.
ACL (1)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2022 J jnl
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning.
CoRR
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2021 C conf
A DNN Optimization Framework with Unlabeled Data for Efficient and Accurate Reconfigurable Hardware Inference.
ISCAS
Kai Chen, Yimin Huang, Yuan Du, Zhuang Shao, Xingyu Gu, Li Du, Zhongfeng Wang
2021 — conf
CTT-based Non-Volatile Deep Neural Network Accelerator Design.
ISOCC
Yang Xiao, Wuyu Fan, Yuan Du, Li Du, Mau-Chung Frank Chang
2021 — conf
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning.
ACL/IJCNLP (1)
Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin
2021 — conf
Flexible-width Bit-level Compressor for Convolutional Neural Network.
AICAS
Junhan Zhu, Xiaoliang Chen, Li Du, Haoran Geng, Yichuan Bai, Yuandong Li, Yuan Du, Zhongfeng Wang
2021 J jnl
Heterogeneous graph knowledge enhanced stock market prediction.
AI Open
Kai Xiong, Xiao Ding, Li Du, Ting Liu, Bing Qin
2021 — conf
LSMQ: A Layer-Wise Sensitivity-Based Mixed-Precision Quantization Method for Bit-Flexible CNN Accelerator.
ISOCC
Yimin Huang, Kai Chen, Zhuang Shao, Yichuan Bai, Yafeng Huang, Yuan Du, Li Du, Zhongfeng Wang
2021 — conf
Learning Event Graph Knowledge for Abductive Reasoning.
ACL/IJCNLP (1)
Li Du, Xiao Ding, Ting Liu, Bing Qin
2021 J jnl
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression.
CoRR
Zhuang Shao, Xiaoliang Chen, Li Du, Lei Chen, Yuan Du, Wei Zhuang, Huadong Wei, Chenjia Xie, Zhongfeng Wang
2021 — conf
Neural Natural Logic Inference for Interpretable Question Answering.
EMNLP (1)
Jihao Shi, Xiao Ding, Li Du, Ting Liu, Bing Qin
2020 J jnl
A Reconfigurable 64-Dimension K-Means Clustering Accelerator With Adaptive Overflow Control.
IEEE Trans. Circuits Syst. II Express Briefs
Li Du, Yuan Du, Mau-Chung Frank Chang
2020 — conf
A Reconfigurable Permutation Based Address Encryption Architecture for Memory Security.
SoCC
Yuchen Mei, Li Du, Xuewen He, Yuan Du, Xiaoliang Chen, Zhongfeng Wang
2020 — conf
An 8.3% Efficiency 96-134 GHz CMOS Frequency Doubler Using Distributed Amplifier and Nonlinear Transmission Line.
A-SSCC
Shilei Hao, Yiwu Tang, Xuan Ding, Li Du, Yuan Du, Adrian Tang, Qun Jane Gu, Mau-Chung Frank Chang
2020 — conf
Driving State Recognition for Ego-central Driving Videos.
ICCCS
Guimei Qi, Li Du, Min Zhi, Qing Yong
2020 J jnl
GAAS: An Efficient Group Associated Architecture and Scheduler Module for Sparse CNN Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingyu Wang, Zhe Yuan, Ruoyang Liu, Xiaoyu Feng, Li Du, Huazhong Yang, Yongpan Liu
2020 — conf
In-Memory Computing: The Next-Generation AI Computing Paradigm.
ACM Great Lakes Symposium on VLSI
Yufei Ma, Yuan Du, Li Du, Jun Lin, Zhongfeng Wang
2020 A* conf
The Curious Case of Neural Text Degeneration.
ICLR
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, Yejin Choi
2019 — conf
A Low-Latency and Low-Complexity Hardware Architecture for CTC Beam Search Decoding.
SiPS
Siyuan Lu, Jinming Lu, Jun Lin, Zhongfeng Wang, Li Du
2019 J jnl
Adaptive Visual Interaction Based Multi-Target Future State Prediction For Autonomous Driving Vehicles.
IEEE Trans. Veh. Technol.
Li Du, Zixuan Wang, Leiquan Wang, Zhicheng Zhao, Fei Su, Bojin Zhuang, Nikolaos V. Boulgouris
2019 J jnl
An Analog Neural Network Computing Engine Using CMOS-Compatible Charge-Trap-Transistor (CTT).
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yuan Du, Li Du, Xuefeng Gu, Jieqiong Du, X. Shawn Wang, Boyu Hu, Mingzhe Jiang, Xiaoliang Chen, Subramanian S. Iyer, Mau-Chung Frank Chang
2019 C conf
An End-to-End Future Frame Prediction Method for Vehicle-Centric Driving Videos.
VCIP
Li Du, Kaikun Ji, Zhicheng Zhao, Fei Su, Bojin Zhuang
2019 — conf
DynExit: A Dynamic Early-Exit Strategy for Deep Residual Networks.
SiPS
Meiqi Wang, Jianqiao Mo, Jun Lin, Zhongfeng Wang, Li Du
2019 — conf
EAGLE: Exploiting Essential Address in Both Weight and Activation to Accelerate CNN Computing.
SiPS
Wenjian Liu, Xiayuan Wen, Jun Lin, Zhongfeng Wang, Li Du
2019 J jnl
Evolved-Cooperative Correntropy-Based Extreme Learning Machine for Robust Prediction.
Entropy
Wenjuan Mei, Zhen Liu, Yuanzhang Su, Li Du, Jianguo Huang
2019 Misc conf
Jointly Predicting Future Sequence and Steering Angles for Dynamic Driving Scenes.
ICASSP
Li Du, Zhicheng Zhao, Fei Su, Leiquan Wang, Chaohong An
2019 — conf
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder.
EMNLP/IJCNLP (1)
Li Du, Xiao Ding, Ting Liu, Zhongyang Li
2019 J jnl
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder.
CoRR
Li Du, Xiao Ding, Ting Liu, Zhongyang Li
2019 — conf
Training Deep Neural Networks Using Posit Number System.
SoCC
Jinming Lu, Siyuan Lu, Zhisheng Wang, Chao Fang, Jun Lin, Zhongfeng Wang, Li Du
2019 J jnl
Training Deep Neural Networks Using Posit Number System.
CoRR
Jinming Lu, Siyuan Lu, Zhisheng Wang, Chao Fang, Jun Lin, Zhongfeng Wang, Li Du
2018 J jnl
A Novel Fully Synthesizable All-Digital RF Transmitter for IoT Applications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yilei Li, Kirti Dhwaj, Chien-Heng Wong, Yuan Du, Li Du, Yiwu Tang, Yiyu Shi, Tatsuo Itoh, Mau-Chung Frank Chang
2018 J jnl
A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things.
IEEE Trans. Circuits Syst. I Regul. Pap.
Li Du, Yuan Du, Yilei Li, Junjie Su, Yen-Cheng Kuan, Chun-Chen Liu, Mau-Chung Frank Chang
2018 J jnl
A Single Layer 3-D Touch Sensing System for Mobile Devices Application.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Li Du, Chun-Chen Liu, Yan Zhang, Yilei Li, Yuan Du, Yen-Cheng Kuan, Mau-Chung Frank Chang
2018 — conf
A fully integrated 28nm CMOS dual source adaptive thermoelectric and RF energy harvesting circuit with 110mv startup voltage.
CICC
Yiwu Tang, Chien-Heng Wong, Yuan Du, Li Du, Yilei Li, Mau-Chung Frank Chang
2018 J jnl
Bionic quadruped robot dynamic gait control strategy based on twenty degrees of freedom.
IEEE CAA J. Autom. Sinica
Dawei Gong, Peng Wang, Shuangyu Zhao, Li Du, Yu Duan
2018 J jnl
EML: An I/O scheduling algorithm in large-scale-application environments.
Future Gener. Comput. Syst.
Zhipeng Tan, Li Du, Dan Feng, Wei Zhou
2017 J jnl
1.5 bit-per-stage 8-bit Pipelined CMOS A/D Converter for Neuromophic Vision Processor.
CoRR
Yilei Li, Li Du
2017 J jnl
A 16-Gb/s 14.7-mW Tri-Band Cognitive Serial Link Transmitter With Forwarded Clock to Enable PAM-16/256-QAM and Channel Response Detection.
IEEE J. Solid State Circuits
Yuan Du, Wei-Han Cho, Po-Tsang Huang, Yilei Li, Chien-Heng Wong, Jieqiong Du, Yanghyo Kim, Boyu Hu, Li Du, Chun-Chen Liu, Sheau Jiung Lee, Mau-Chung Frank Chang
2017 J jnl
A 2.3-mW 11-cm Range Bootstrapped and Correlated-Double-Sampling Three-Dimensional Touch Sensing Circuit for Mobile Devices.
IEEE Trans. Circuits Syst. II Express Briefs
Li Du, Yan Zhang, Chun-Chen Liu, Adrian Tang, Frank Hsiao, Mau-Chung Frank Chang
2017 J jnl
A Memristive Neural Network Computing Engine using CMOS-Compatible Charge-Trap-Transistor (CTT).
CoRR
Yuan Du, Li Du, Xuefeng Gu, Xiao Wang, Mau-Chung Frank Chang
2017 J jnl
A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things.
CoRR
Li Du, Yuan Du, Yilei Li, Mau-Chung Frank Chang
2017 J jnl
A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications.
CoRR
Yuan Du, Li Du, Yilei Li, Junjie Su, Mau-Chung Frank Chang
2017 J jnl
A/D Converter Architectures for Energy-Efficient Vision Processor.
CoRR
Li Du, Yilei Li
2017 — conf
An integrated design of power converters for electric vehicles.
ISIE
Hao Ma, Yuan Tan, Li Du, Xu Han, Jing Ji
2017 — conf
Ego-Motion Classification for Driving Vehicle.
BigMM
Li Du, Wenhui Jiang, Zhicheng Zhao, Fei Su
2017 J jnl
Fault Prediction Based on the Kernel Function for Ribbon Wireless Sensor Networks.
Wirel. Pers. Commun.
Yinggao Yue, Jianqing Li, Hehong Fan, Qin Qin, Le Gu, Li Du
2017 — conf
Performance Research of Planar 5R Parallel Mechanism with Variable Drive Configurations.
ICIRA (2)
Weitao Yuan, Zhaokun Zhang, Zhufeng Shao, Liping Wang, Li Du
2016 J jnl
An Overview of Mobile Capacitive Touch Technologies Trends.
CoRR
Li Du
2016 — conf
Design and development of multi-wavelet image fusion system based on RF5 Framework.
CISP-BMEI
Zhihui Wang, Gefei Xu, Yue Lv, Xudong Wu, Minjun Wang, Li Du
2016 J jnl
Dynamic Monitoring of Agricultural Fires in China from 2010 to 2014 Using MODIS and GlobeLand30 Data.
ISPRS Int. J. Geo Inf.
Huan Xie, Li Du, Sicong Liu, Lei Chen, Sa Gao, Shuang Liu, Haiyan Pan, Xiaohua Tong
2016 A* conf
Invited - Airtouch: a novel single layer 3D touch sensing system for human/mobile devices interactions.
DAC
Li Du, Chun-Chen Liu, Adrian Tang, Yan Zhang, Yilei Li, Kye Cheung, Mau-Chung Frank Chang
2016 J jnl
The effects of an undisclosed regular price and a positive leadtime in a presale mechanism.
Eur. J. Oper. Res.
Wanxia Mei, Li Du, Baozhuang Niu, Jincheng Wang, Jiejian Feng
2016 J jnl
multiDE: a dimension reduced model based statistical method for differential expression analysis using RNA-sequencing data with multiple treatment conditions.
BMC Bioinform.
Guangliang Kang, Li Du, Hong Zhang
2015 — conf
6.7 A 2.3mW 11cm-range bootstrapped and correlated-double-sampling (BCDS) 3D touch sensor for mobile devices.
ISSCC
Li Du, Yan Zhang, Frank Hsiao, Adrian Tang, Yan Zhao, Yilei Li, Zuow-Zun Chen, Liting Huang, Mau-Chung Frank Chang
2015 J jnl
An Inductive Sensor for Real-Time Measurement of Plantar Normal and Shear Forces Distribution.
IEEE Trans. Biomed. Eng.
Li Du, Xiaoliang Zhu, Jiang Zhe
2015 J jnl
Genetic algorithms for defect detection of flip chips.
Microelectron. Reliab.
Lei Su, Tielin Shi, Li Du, Xiangning Lu, Guanglan Liao
2015 J jnl
Using RBF networks for detection and prediction of flip chip with missing bumps.
Microelectron. Reliab.
Guanglan Liao, Li Du, Lei Su, Miao Zeng, Lei Nie, Tielin Shi
2015 J jnl
Using SOM neural network for X-ray inspection of missing-bump defects in three-dimensional integration.
Microelectron. Reliab.
Guanglan Liao, Pengfei Chen, Li Du, Lei Su, Zhiping Liu, Zirong Tang, Tielin Shi
2014 J jnl
A Novel Blind Separation Method in Magnetic Resonance Images.
Comput. Math. Methods Medicine
Jianbin Gao, Qi Xia, Lixue Yin, Ji Zhou, Li Du, Yunfeng Fan
2014 B conf
A fine-grained indoor localization using multidimensional Wi-Fi fingerprinting.
ICPADS
Deng Chen, Li Du, Zhiping Jiang, Wei Xi, Jinsong Han, Kun Zhao, Jizhong Zhao, Zhi Wang, Rui Li
2014 C conf
Current sharing model of parallel connected IGBTs during turn-on.
IECON
Yawei Xiao, Qinwei Liu, Yunyu Tang, Li Du, Hao Ma
2012 — conf
Instrumentation circuitry for an inductive wear debris sensor.
NEWCAS
Joseph P. Davis, Joan E. Carletta, Robert J. Veillette, Li Du, Jiang Zhe
2011 J jnl
Reliability analysis on competitive failure processes under fuzzy degradation data.
Appl. Soft Comput.
Zhonglai Wang, Hong-Zhong Huang, Li Du
2010 — conf
An Empirical Analysis of Bidding Behavior in Simultaneous Ascending-Bid Auctions.
ICEE
Li Du, Qian Chen, Na Bian
2010 — conf
Approximations and Simulation of the Optimal Change Interval for Roundabout.
DBTA
Shujian Bu, Tong Zhang, Li Du
2009 — conf
Granular Computing and Neural Network Integrated Algorithm Applied in Fault Diagnosis.
FSKD (1)
Keming Xie, Jun Xie, Li Du, Xinying Xu
2009 J jnl
Prediction of integral membrane protein type by collocated hydrophobic amino acid pairs.
J. Comput. Chem.
Ke Chen, Yingfu Jiang, Li Du, Lukasz A. Kurgan
2008 B conf
Media Defect Recovery Using Full-Response Reequalization in Magnetic Recording Channels.
GLOBECOM
Weijun Tan, Shaohua Yang, Kelly Fitzpatrick, Hao Zhong, Li Du, Yuanxing Lee
2007 — conf
A Review of Possibilistic Approaches to Reliability Analysis and Optimization in Engineering Design.
HCI (4)
Li-Ping He, Hong-Zhong Huang, Li Du, Xu-Dong Zhang, Qiang Miao
2006 J jnl
A profit sharing scheme for a two-firm joint venture.
Eur. J. Oper. Res.
Li Du, Qiying Hu, Liming Liu
2006 — conf
Analysis of Bidding Behavior on eBay Auctions.
ICEBE
Li Du, Qiying Hu
2006 — conf
The brain mapping on reinforcement acupuncture stimulation at ST36 (zusanli) evidenced by fMRI.
EMBC
Yeyu Xiao, Xiaoke Chen, Li Du, RenQuan Pei, FengYing Chen, Guorui Liu, Renhua Wu
2006 J jnl
Towards discovering dual functional inhibitors against both wild type and K103N mutant HIV-1 reverse transcriptases: molecular docking and QSAR studies on 4, 1-benzoxazepinone analogues.
J. Comput. Aided Mol. Des.
Zhenshan Zhang, Mingyue Zheng, Li Du, Jianhua Shen, Xiaomin Luo, Weiliang Zhu, Hualiang Jiang
2004 — conf
Performance analysis of sequential Internet auction systems comparing with fixed price case.
ICC
Li Du, Qiying Hu, Wuyi Yue
1998 J jnl
An EPR4 read/write channel with digital timing recovery.
IEEE J. Solid State Circuits
G. Diwakar Vishakhadatta, Russell Croman, Marius Goldenberg, Jerrell P. Hein, Pradeep Katikaneni, Diana Kuai, Cathy Lee, Ion Constatin Tesu, Richard Trujillo, Ligang Zhang, Kent Anderson, Richard Behrens, William Bliss, Li Du, Trent Dudley, German Feyh, William Foland, Michael Kastner, Qingfen Li, Jeff Mitchem, David Reed, Sian She, Mark Spurbeck, Lisa Sundell, Hoai Tran, Maoxin Wei, Christopher Zook
1997 — conf
A Linearly Constrained Adaptive FIR Filter for Hard Disk Drive Read Channels.
ICC (3)
Li Du, Richard T. Behrens, Mark Spurbeck
1993 A* conf
Quantitative analysis of the viewpoint consistency constraint in model-based vision.
ICCV
Li Du, Geoffrey D. Sullivan, Keith D. Baker
1993 J jnl
Shape using volumetric primitives.
Image Vis. Comput.
Roger Munck-Fairwood, Li Du
1992 J jnl
3D grouping by viewpoint consistency ascent.
Image Vis. Comput.
Li Du, Geoffrey D. Sullivan, Keith D. Baker
1992 A conf
Modelling Data Complexity for Model-based Vision.
BMVC
Li Du, Geoffrey D. Sullivan, Keith D. Baker
1992 A conf
On Evidence Assessment for Model-based Recognition.
BMVC
Li Du, Geoffrey D. Sullivan, Keith D. Baker
1991 A conf
3D Grouping by Viewpoint Consistency Ascent.
BMVC
Li Du, Geoffrey D. Sullivan, Keith D. Baker
1990 A conf
Model based 3D grouping by using 2D cues.
BMVC
Shujun Zhang, Li Du, Geoffrey D. Sullivan, Keith D. Baker
1989 — conf
Edge Detection at Junctions.
Alvey Vision Conference
Li Du, Geoffrey D. Sullivan, Keith D. Baker