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Li Du
Associate Professor, Electronic Science and Engineering, Nanjing University
Joined
March 2022
Names
Li Du
(Preferred)
,
LI DU
Emails
****@nju.edu.cn
(Confirmed)
,
****@ucla.edu
(Confirmed)
Personal Links
Homepage
ORCID
Career & Education History
Associate Professor
Electronic Science and Engineering,
Nanjing University
(nju.edu.cn)
2020
–
Present
PhD student
Electrical Engineering,
University of California, Los Angeles
(ucla.edu)
2011
–
2016
Undergrad student
Information Science and Engineering,
Southeast University
(seu.edu.cn)
2007
–
2011
Advisors, Relations & Conflicts
PhD Advisor
Frank Chang
2011
–
2016
Expertise
integrated circuit
2011
–
Present
Publications
T-REX: Mixture-of-Rank-One-Experts with Semantic-aware Intuition for Multi-task Large Language Model Finetuning
Rongyu Zhang
,
Yijiang Liu
,
Huanrui Yang
,
Shenli Zheng
,
Zhen Dong
,
Dan Wang
,
Li Du
,
Yuan Du
,
Shanghang Zhang
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
BASE-Q: Bias and Asymmetric Scaling Enhanced Rotational Quantization for Large Language Models
Liulu He
,
Shenli Zheng
,
Kaiwei Sun
,
Yufei Zhao
,
Hengyu Fang
,
Chongkang Tan
,
Yuan Du
,
Huanrui Yang
,
Yijiang Liu
,
Li Du
Submitted to ICLR 2026
Readers:
Everyone
Lifted Uniform Quantization for Extreme Low-bit Large Language models
Liulu He
,
Xuan Ang Liu
,
Taolue Feng
,
Ting Lu
,
Chunsheng Gan
,
ZHIYV PENG
,
Yuan Du
,
Huanrui Yang
,
Yijiang Liu
,
Li Du
Submitted to ICLR 2026
Readers:
Everyone
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
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
MM2024 Poster
Readers:
Everyone
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic
Liulu He
,
yufei zhao
,
rui gao
,
Yuan Du
,
Li Du
ICML 2024 Poster
Readers:
Everyone
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought
Junyi Yao
,
Yijiang Liu
,
Zhen Dong
,
Mingfei Guo
,
Kurt Keutzer
,
Li Du
,
Daquan Zhou
,
Shanghang Zhang
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Efficient and Quantization-Friendly Ternary Fourier Convolution Algorithms
Liulu He
,
Li Du
,
Yuan Du
Submitted to ICLR 2024
Readers:
Everyone
PromptCoT: Align Prompt Distribution via Adapted Chain of Thought
Junyi Yao
,
Yijiang Liu
,
Zhen Dong
,
Mingfei Guo
,
Jiashi Feng
,
Kurt Keutzer
,
Li Du
,
Daquan Zhou
,
Shanghang Zhang
Submitted to NeurIPS 2023
Readers:
Everyone
Prototype-Voxel Contrastive Learning for LiDAR Point Cloud Panoptic Segmentation
Minzhe Liu
,
Qiang Zhou
,
Hengshuang Zhao
,
Jianing Li
,
Yuan Du
,
Kurt Keutzer
,
Li Du
,
Shanghang Zhang
2022 (modified: 04 Oct 2022)
ICRA 2022
Readers:
Everyone
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers
Yijiang Liu
,
Huanrui Yang
,
Zhen Dong
,
Kurt Keutzer
,
Li Du
,
Shanghang Zhang
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
View all 32 publications
Co-Authors
Adrian Tang
Baobao Chang
Bo Chen
Chengjie Liu
Chengqiang Zhao
Chenjia Xie
Chongkang Tan
Chunsheng Gan
Dan Wang
Daquan Zhou
Denis A Gudovskiy
Dongliang Chu
Guhong Nie
Hang Xu
Hanyue Shui
Haoran Geng
Hengshuang Zhao
Hengyu Fang
Huadong Wei
Huanrui Yang
Jiaming Liu
Jianing Li
Jiashi Feng
Jie Liu
Jingjing Lv
View all 89 co-authors