Selected Publications
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Intrinsic Entropy of Context Length Scaling in LLMs. Jingzhe Shi, Qinwei Ma, Hongyi Liu, Hang Zhao, Jenq-Neng Hwang, Lei Li*. ICLR 2026
RAM: Recover Any 3D Human Motion in-the-Wild. Sen Jia, Ning Zhu, Jinqin Zhong, Jiale Zhou, Zhang Huaping, Jenq-Neng Hwang, Lei Li*. CVPR 2026
CLEP: Contrastive Language-Pose Pretraining. Sen Jia, Huayu Wang, Hsiang-Wei Huang, Zhaochong An, Jenq-Neng Hwang, Zhang Huaping, Lei Li*. CVPR 2026
Learning to Learn Weight Generation via Local Consistency Diffusion. Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Lei Li*. CVPR 2026
PSGS: Text-driven Panorama Sliding Scene Generation via Gaussian Splatting. Xin Zhang, Shen Chen, Jiale Zhou, Lei Li*. ICASSP 2026
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications. Tianfang Zhang, Lei Li, Yang Zhou, Wentao Liu, Chen Qian, Jenq-Neng Hwang, Xiangyang Ji. IEEE TIP 2026
Multiple Human Motion Understanding. Lei Li*, Sen Jia, Jenq-Neng Hwang. AAAI 2026
3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting. Ziyang Yan, Yihua Shao, Minwen Liao, Siyu Chen, Nan Wang, Muyuan Lin, Jenq-Neng Hwang, Hao Zhao, Fabio Remondino, Lei Li*. WACV 2026
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy. Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Serge Belongie, Lei Li*. ICCV 2025
AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation. Hao Li, Ju Dai, Feng Zhou, Kaida Ning, Lei Li, Junjun Pan. ICCV 2025
PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval. Haonan Tong, Ke Liu, Chuang Zhang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li*. EMNLP 2025
Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance. Yunchuan Guan, Yu Liu, Ke Zhou, Hui Li, Sen Jia, Zhiqi Shen, Ziyang Wang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li*. ECAI 2025
Attention Consistency for LLMs Explanation. Tian Lan, Jinyuan Xu, Xue He, Jenq-Neng Hwang, Lei Li*. EMNLP 2025
MoCount: Motion-Based Repetitive Action Counting. Ruocheng Gu, Sen Jia, Yule Ma, Jinqin Zhong, Jenq-Neng Hwang, Lei Li*. ACMMM 2025
Graph Canvas for Controllable 3D Scene Generation. Libin Liu, Shen Chen, Sen Jia, Jingzhe Shi, Can Jin, Zongkai Wu, Jenq-Neng Hwang, Lei Li*. ACMMM 2025
Medal S: Spatio-Textual Prompt Model for Medical Segmentation. Pengcheng Shi, Jiawei Chen, Jiaqi Liu, Xinglin Zhang, Tao Chen, Lei Li*. CVPR 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model. Ziyu Yao, Xuxin Cheng, Zhiqi Huang, Lei Li*. CVPR 2025
Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation. Hao Li, Ju Dai, Xin Zhao, Feng Zhou, Junjun Pan, Lei Li. CVPR 2025
Human Motion Instruction Tuning. Lei Li*, Sen Jia, Jianhao Wang, Zhongyu Jiang, Feng Zhou, Ju Dai, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang. CVPR 2025
Bayesian Optimization for Controlled Image Editing via LLMs. Chengkun Cai, Haoliang Liu, Xu Zhao, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, John Lee, Jenq-Neng Hwang, Lei Li*. ACL 2025
The Role of Deductive and Inductive Reasoning in LLMs. Chengkun Cai, Xu Zhao, Haoliang Liu, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang, Lei Li*. ACL 2025
In-Context Meta LoRA Generation. Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo. IJCAI 2025
Position-aware Guided Point Cloud Completion with CLIP Model. Feng Zhou, Qi Zhang, Ju Dai, Lei Li, Qing Fan, Junliang Xing. AAAI 2025
UniHPR: Unified Human Pose Representation via Singular Value Contrastive Learning. Zhongyu Jiang, Wenhao Chai, Lei Li*, Zhuoran Zhou, Cheng-Yen Yang, Jenq-Neng Hwang. MIPR 2025 (Best Paper)
Coarse-to-Fine Personalized LLM Impressions for Streamlined Radiology Reports. Chengbo Sun, Hui Yi Leong, Lei Li*. ICML 2025 Workshop
TinyMentalLLMs Enable Depression Detection in Chinese Social Media Texts. Jinyuan Xu, Tian Lan, Mathieu Valette, Pierre Magistry, Lei Li*. RANLP 2025
Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations. Kaiyuan Zheng, Qinghua Zhao, Lei Li. ICIC 2025
Medal S: Spatio-Textual Prompt Model for Medical Segmentation. Pengcheng Shi, Jiawei Chen, Jiaqi Liu, Xinglin Zhang, Tao Chen, Lei Li*. CVPR 2025 Workshop (Honorable Mention)
CMU-FlowNet: Exploring Point Cloud Scene Flow Estimation in Occluded Scenario. Jingze Chen, Lei Li, Zerui Tang, Qiqin Lin, Junfeng Yao. CVM 2025
You Only Speak Once to See. Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li*. ICASSP 2025
Dense Point Clouds Matter: Dust-GS for Scene Reconstruction from Sparse Viewpoints. Shan Chen, Jiale Zhou, Lei Li*. ICASSP 2025
MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection. Youjia Fu, Zihao Xu, Junsong Fu, Huixia Xue, Shuqiu Tan, Lei Li*, Shaoxun Qing. The Journal of Supercomputing 2025
Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment. Lei Li*, Xinglin Zhang, Jun Liang, Huang Mengqian, Tao Chen. Mathematical Biosciences and Engineering 2025
Scaling Law for Time Series Forecasting. Jingzhe Shi, Qinwei Ma, Huan Ma, Lei Li*. NeurIPS 2024
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs. Jingzhe Shi, Jialuo Li, Qinwei Ma, Zaiwen Yang, Huan Ma, Lei Li*. COLM 2024
SSFlowNet: Semi-supervised Scene Flow Estimation on Point Clouds with Pseudo Label. Jingze Chen, Simiao Zhuang, Qiqin Lin, Junfeng Yao, Lei Li. ICANN 2024
Robust Channel Learning for Large-Scale Radio Speaker Verification. Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li, Xugang Lu. IEEE Journal of Selected Topics in Signal Processing 2024
Incentive Mechanism for Uncertain Tasks under Differential Privacy. Xikun Jiang, Chenhao Ying, Lei Li, Boris Düudder, Haiqin Wu, Haiming Jin, Yuan Luo. IEEE Transactions on Services Computing 2024
Deep Point Cloud Regression for Above-ground Forest Biomass Estimation from Airborne LiDAR. Stefan Oehmcke, Lei Li#, Katerina Trepekli, Jaime C. Revenga, Thomas Nord-Larsen, Fabian Gieseke, Christian Igel. Remote Sensing of Environment 2024
A Multi-objective Optimization Framework for Terrain Modification Based on a Combined Hydrological and Earthwork Cost-Benefit. Hanwen Xu, Mark Randall, Lei Li, Yuyi Tan, Thomas Balstrøm. Journal of Hydrology 2024
Image Semantic Segmentation via Chain-of-Thought Prompts. Lei Li. WACV 2024
Back to Optimization: Diffusion-based Zero-shot 3D Human Pose Estimation. Zhongyu Jiang, Zhuoran Zhou, Lei Li*, Wenhao Chai, Cheng-Yen Yang, Jenq-Neng Hwang. WACV 2024
RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection. Fengyi Wu, Tianfang Zhang, Lei Li, Yian Huang, Zhenming Peng. WACV 2024
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation. Zhuoran Zhou, Zhongyu Jiang, Wenhao Chai, Cheng-Yen Yang, Lei Li*, Jenq-Neng Hwang. WACV 2024
Multi-scale Pseudo Labeling for Unsupervised Deep Edge Detection. Changsheng Zhou, Chao Yuan, Hongxin Wang, Lei Li, Stefan Oehmcke, Junmin Liu, Jigen Peng. Knowledge-Based Systems 2024
Optimization-inspired Cumulative Transmission Network for Image Compressive Sensing. Tianfang Zhang, Lei Li#, Zhenming Peng. Knowledge-Based Systems 2023
Mask-FPAN: Semi-supervised Face Parsing in the Wild with De-occlusion and UV GAN. Lei Li*, Tianfang Zhang, Zhongfeng Kang, Xikun Jiang. Computers & Graphics 2023
Segment Any Building. Lei Li. CGI 2023
Hierarchical Edge Aware Learning for 3D Point Cloud. Lei Li. CGI 2023
Surgical Treatment of Complex Liver Tumors with AI. Aijun Li, Lei Li, et al. Book 2023
Attention-guided Pyramid Context Networks for Detecting Infrared Small Target under Complex Background. Tianfang Zhang, Lei Li, Siying Cao, Tian Pu, Zhenming Peng. IEEE Transactions on Aerospace and Electronic Systems 2023
LR-CSNet: Low-rank Deep Unfolding Network for Image Compressive Sensing. Tianfang Zhang, Lei Li#, Christian Igel, Stefan Oehmcke, Fabian Gieseke, Zhenming Peng. ICCC 2022 (Best Paper)
Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass. Stefan Oehmcke, Lei Li*, Jaime C Revenga, Thomas Nord-Larsen, Katerina Trepekli, Fabian Gieseke, Christian Igel. SIGSPATIAL 2022
Above-ground Biomass Prediction for Croplands at a Sub-meter Resolution Using UAV–LiDAR and Machine Learning Methods. Jaime C Revenga, Katerina Trepekli, Stefan Oehmcke, Rasmus Jensen, Lei Li, Christian Igel, Fabian Cristian Gieseke, Thomas Friborg. Remote Sensing 2022
BuildSeg: A General Framework for the Segmentation of Buildings. Lei Li, Tianfang Zhang, Stefan Oehmcke, Fabian Gieseke, Christian Igel. Nordic Machine Intelligence 2022
Surgical Treatment of Liver Cancer Complicated with Inferior Vena Cava Tumor Thrombus. Li Aijun, Chen Keji, Wu Bin, Lang Xilong, Li Lei, Ma Senlin, Wang Weijuan, Fang Kunpeng, Yin Lei, Kuang Yue, Liu Chao, Li Yong, Xiong Zhengxiang, Li Yi, Geng Li. Book 2021
FACT: Fused Attention for Clothing Transfer with Generative Adversarial Networks. Yicheng Zhang, Lei Li, Li Song, Rong Xie, Wenjun Zhang. AAAI 2020
Last updated in May 2025
