Jingyao Li

Hi! Here is LI jingyao. I am a Ph.D. student at CUHK, advised by Prof. Jiaya Jia.

Before that, I received my B.Sc. degree at Xi'anJiaotong University.

My primary research interest is in Large Language Models.

Email  /  Google Scholar  /  Github

Selected Research
(CVPR2023) Rethinking Out-of-Distribution Detection: Masked Image Modeling is All You Need

Jingyao Li, Pengguang Chen, Shaozuo Yu, Zexin He, Shu Liu, Jiaya Jia. [ Paper / Code / Project Page ]
(TPAMI2023) BAL: Balancing Diversity and Novelty for Active Learning

Jingyao Li, Pengguang Chen, Shaozuo Yu, Shu Liu, Jiaya Jia. [ Paper / Code ]
(TPAMI2024) MOODv2: Masked Image Modeling for Out-of-Distribution Detection

Jingyao Li, Pengguang Chen, Shaozuo Yu, Shu Liu, Jiaya Jia. [ Paper / Code ]
(TPAMI2024) TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation

Jingyao Li, Pengguang Chen, Shengju Qian, Jiaya Jia. [ Paper / Code ]
(Neurips2024) MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models

Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia. [ Paper / Code / Dataset / Project Page ]
(Neurips2024) DAPE: Data-Adaptive Positional Encoding for Length Extrapolation

Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li. [ Paper / Code / Coverage ]
(COLING2025) QuickLLaMA: Query-aware Inference Acceleration for Large Language Models

Jingyao Li, Han Shi, Xin Jiang, Zhenguo Li, Hong Xu, Jiaya Jia. [ Paper / Code ]
(CVPR2025) Visionzip: Longer is better but not necessary in vision language models

Senqiao Yang, Yukang Chen, Zhuotao Tian, Chengyao Wang, Jingyao Li, Bei Yu, Jiaya Jia. [ Paper / Code ]
(CVPR2025) DreamOmni: Unified Image Generation and Editing

Bin Xia, Yuechen Zhang, Jingyao Li, Chengyao Wang, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia. [ Paper ]
(ACL2025) DAPE V2: Process Attention Score as Feature Map for Length Extrapolation

Chuanyang Zheng, Yihang Gao, Han Shi, Jing Xiong, Jiankai Sun, Jingyao Li, Minbin Huang, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li. [ Paper / Code ]
(TPAMI in Revision) MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks

Jingyao Li, Pengguang Chen, Jiaya Jia. [ Paper / Model / Code / Coverage ]
(TPAMI in Revision) VLPose: Bridging the Domain Gap in Pose Estimation with Language-Vision Tuning

Jingyao Li, Pengguang Chen, Xuan Ju, Hong Xu, Jiaya Jia. [ Paper / Code ]
(Under Review) RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models

Jingyao Li, Pengguang Chen, Sitong Wu, Chuanyang Zheng, Hong Xu, Jiaya Jia. [ Paper ]
(Under Review) Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition

Zhisheng Zhong, Chengyao Wang, Yuqi Liu, Senqiao Yang, Longxiang Tang, Yuechen Zhang, Jingyao Li, Tianyuan Qu, Yanwei Li, Yukang Chen, Shaozuo Yu, Sitong Wu, Eric Lo, Shu Liu, Jiaya Jia. [ Paper / Code / Models / Demo / Project Page ]
(Under Review) Logits-Based Finetuning

Jingyao Li, Senqiao Yang, Sitong Wu, Han Shi, Chuanyang Zheng, Hong Xu, Jiaya Jia.
Experiences
Alibaba Group Research Intern Aug.2024-present
Huawei Noah's Ark Lab Research Intern Apr.2024 - Aug.2024
The Chinese University of Hong Kong Ph.D of the Department of Computer Science and Engineering Supervisor: Jiaya Jia Aug. 2022 - Jul. 2026
Xi'an Jiaotong University Bachelor of the Department of Automation Sep. 2018 - Jul. 2022
University of Cambridge Artificial Intelligence and Industry 4.0 Project Jul. 2019

Teaching
CENG2010 Digital Logic Design Laboratory 2023 Spring
CSCI3250 Computers and Society 2022 Fall