Li Du

28 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×10 AAAI ×6 ICLR ×2 ICML ×2 NeurIPS ×2 ACM MM ×1 CVPR ×1 EACL ×1 EMNLP ×1 ICRA ×1 IJCAI ×1

Frequent coauthors

Xiao Ding

×10

Bing Qin

×10

Ting Liu

×10

Yang Zhao

×8

Kai Xiong

×7

Zhouhao Sun

×7

Yuan Du

×6

Rongyu Zhang

×5

Yangou Ouyang

×4

Jinglong Gao

×4

Jason Eisner

×4

Shanghang Zhang

×4

Papers

Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
ACL 2026 ·
Yang Zhao
,
Yangou Ouyang
,
Xiao Ding
,
Hepeng Wang
,
Bibo Cai
,
Kai Xiong
,
Jinglong Gao
,
Zhouhao Sun
, Li Du,
Bing Qin
,
Ting Liu
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation
AAAI 2026 ·
Rongyu Zhang
,
Aosong Cheng
,
Yulin Luo
,
Gaole Dai
,
Huanrui Yang
,
Jiaming Liu
,
Ran Xu
, Li Du,
Dan Wang
,
Yuan Du
LLMs Know More About Numbers than They Can Say
EACL 2026 ·
Fengting Yuchi
, Li Du,
Jason Eisner
Large Language Models Are Still Misled by Simple Bias Ensembles
ACL 2026 ·
Zhouhao Sun
,
Zhiyuan Kan
,
Xiao Ding
, Li Du,
Bibo Cai
,
Yang Zhao
,
Bing Qin
,
Ting Liu
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
ACL 2026 ·
Yang Zhao
,
Hepeng Wang
,
Xiao Ding
,
Yangou Ouyang
,
Bibo Cai
,
Kai Xiong
,
Jinglong Gao
,
Zhouhao Sun
, Li Du,
Bing Qin
,
Ting Liu
MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation
AAAI 2026 ·
Rongyu Zhang
,
Menghang Dong
,
Yuan Zhang
,
Liang Heng
,
Xiaowei Chi
,
Gaole Dai
, Li Du,
Dan Wang
,
Yuan Du
,
Shanghang Zhang
Scaling Towards the Information Boundary of Instructions through Data Synthesizing
AAAI 2026 · Li Du,
Hanyu Zhao
,
Yiming Ju
,
Tengfei Pan
Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
ACL 2025 ·
Yang Zhao
, Li Du,
Xiao Ding
,
Kai Xiong
,
Ting Liu
,
Bing Qin
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency
AAAI 2025 ·
Hanyu Zhao
, Li Du,
Yiming Ju
,
Chengwei Wu
,
Tengfei Pan
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
ACL 2025 ·
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
Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
ACL 2025 ·
Kai Xiong
,
Xiao Ding
,
Yixin Cao
,
Yuxiong Yan
, Li Du,
Yufei Zhang
,
Jinglong Gao
,
Jiaqian Liu
,
Bing Qin
,
Ting Liu
FBQuant: FeedBack Quantization for Large Language Models
IJCAI 2025 ·
Yijiang Liu
,
Hengyu Fang
,
Liulu He
,
Rongyu Zhang
,
Yichuan Bai
,
Yuan Du
, Li Du
PAT: Pruning-Aware Tuning for Large Language Models
AAAI 2025 ·
Yijiang Liu
,
Huanrui Yang
,
Youxin Chen
,
Rongyu Zhang
,
Miao Wang
,
Yuan Du
, Li Du
SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation
ICRA 2025 ·
Jianing Li
,
Ming Lu
,
Juntao Liu
,
Hao Wang
,
Chenyang Gu
,
Wenzhao Zheng
, Li Du,
Shanghang Zhang
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
ICLR 2025 ·
Xingrun Xing
,
Boyan Gao
,
Zheng Liu
,
David A. Clifton
,
Shitao Xiao
,
Wanpeng Zhang
, Li Du,
Zheng Zhang
,
Guoqi Li
,
Jiajun Zhang
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs
NeurIPS 2025 ·
Yifan Wei
,
Xiaoyan Yu
,
Tengfei Pan
,
Angsheng Li
, Li Du
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
ICLR 2025 ·
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
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
EMNLP 2025 ·
Yirong Zeng
,
Xiao Ding
,
Yutai Hou
,
Yuxian Wang
, Li Du,
Juyi Dai
,
Qiuyang Ding
,
Duyu Tang
,
Dandan Tu
,
Weiwen Liu
,
Bing Qin
,
Ting Liu
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
NeurIPS 2025 ·
Yang Zhao
,
Kai Xiong
,
Xiao Ding
, Li Du,
Yangou Ouyang
,
Zhouhao Sun
,
Jiannan Guan
,
Wenbin Zhang
,
Bin Liu
,
Dong Hu
,
Bing Qin
,
Ting Liu
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
AAAI 2024 ·
Xingrun Xing
, Li Du,
Xinyuan Wang
,
Xianlin Zeng
,
Yequan Wang
,
Zheng Zhang
,
Jiajun Zhang
Causal-Guided Active Learning for Debiasing Large Language Models
ACL 2024 ·
Zhouhao Sun
, Li Du,
Xiao Ding
,
Yixuan Ma
,
Yang Zhao
,
Kaitao Qiu
,
Ting Liu
,
Bing Qin
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
ACL 2024 ·
Yang Zhao
, Li Du,
Xiao Ding
,
Kai Xiong
,
Zhouhao Sun
,
Shi Jun
,
Ting Liu
,
Bing Qin
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
ACL 2024 ·
Xiaoming Shi
,
Zeming Liu
, Li Du,
Yuxuan Wang
,
Hongru Wang
,
Yuhang Guo
,
Tong Ruan
,
Jie Xu
,
Xiaofan Zhang
,
Shaoting Zhang
Principled Gradient-Based MCMC for Conditional Sampling of Text
ICML 2024 · Li Du,
Afra Amini
,
Lucas Torroba Hennigen
,
Xinyan Velocity Yu
,
Holden Lee
,
Jason Eisner
,
Ryan Cotterell
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought
CVPR 2024 ·
Junyi Yao
,
Yijiang Liu
,
Zhen Dong
,
Mingfei Guo
,
Helan Hu
,
Kurt Keutzer
, Li Du,
Daquan Zhou
,
Shanghang Zhang
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic
ICML 2024 ·
Liulu He
,
Yufei Zhao
,
Rui Gao
,
Yuan Du
, Li Du
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
ACM MM 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
When is a Language Process a Language Model?
ACL 2024 · Li Du,
Holden Lee
,
Jason Eisner
,
Ryan Cotterell