Recent Selected Publications代表性论文
Corresponding Author: *通讯作者:*
BCL: Bayesian In-Context Learning Framework for Information Extraction. Haoliang Liu, Chengkun Cai, Xu Zhao, Han Zhu, Shizhou Huang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Zhang Huaping, Lei Li*. ACL 2026
How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation. Hao Yang, Qinghua Zhao, Lei Li, Lingyi Meng, Mengda Yu. ACL 2026
Improving Multimodal Reasoning via Worst Dimension Optimization. Haocheng Lv, Huaping Zhang, Qiuchi Li, Lei Li, Chunxiao Gao. IJCAI 2026
Domain Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label. Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li*, Xugang Lu. IEEE Transactions on Information Forensics and Security 2026
3D Gaussian Grounding for Enhanced Scene Understanding. Minling Zhu, Jiahua Yuan, Dongbing Gu, Maodong He, Zongkai Wu, Jiale Zhou, Lei Li*. Big Data Mining and Analytics 2026
Video Understanding: From Geometry and Semantics to Unified Models. Zhaochong An, Zirui Li, Mingqiao Ye, Feng Qiao, Jiaang Li, Zongwei Wu, Vishal Thengane, Chengzu Li, Lei Li, Van Gool Luc, Guolei Sun, Serge Belongie. Machine Intelligence Research 2026
Robust Multi-Domain Digital Pathology Image Segmentation via Joint Balancing Representation Learning. Qiaoyi Xu, Azizi Abdullah, Tao Chen, Xinglin Zhang, Adam Shephard, Patsy Ng Pei Sze, Noraidah Masir, Lei Li*, Reena Rahayu. Expert Systems With Applications 2026
Intrinsic Entropy of Context Length Scaling in LLMs. Jingzhe Shi, Qinwei Ma, Hongyi Liu, Hang Zhao, Jenq-Neng Hwang, Lei Li*. ICLR 2026 Oral
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, Lei Li*. CVPR 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model. Ziyu Yao, Xuxin Cheng, Zhiqi Huang, 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, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo. IJCAI 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)
You Only Speak Once to See. Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li. ICASSP 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, Lei Li*. COLM 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, Lei Li*, Jenq-Neng Hwang. WACV 2024
Deep Point Cloud Regression for Above-ground Forest Biomass Estimation. Stefan Oehmcke, Lei Li#, Christian Igel. Remote Sensing of Environment 2024