Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need. - Jingyao Li 001; Pengguang Chen; Zexin He; Shaozuo Yu; Shu Liu 005; Jiaya Jia (CVPR, 2023)

TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation. - Jingyao Li 001; Pengguang Chen; Shengju Qian; Jiaya Jia (CoRR, 2023)

MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks. - Jingyao Li 001; Pengguang Chen; Jiaya Jia (CoRR, 2023)

MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs. - Zhongshen Zeng; Yinhong Liu; Yingjia Wan; Jingyao Li 001; Pengguang Chen; Jianbo Dai; Yuxuan Yao; Rongwu Xu; Zehan Qi; Wanru Zhao; Linling Shen; Jianqiao Lu; et al. (NeurIPS, 2024)

DAPE: Data-Adaptive Positional Encoding for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Minbin Huang; Jingyao Li 001; Jing Xiong; Xiaozhe Ren; Michael K. Ng 001; Xin Jiang; Zhenguo Li; Yu Li 006 (NeurIPS, 2024)

VLPose: Bridging the Domain Gap in Pose Estimation with Language-Vision Tuning. - Jingyao Li 001; Pengguang Chen; Xuan Ju; Hong Xu 001; Jiaya Jia (CoRR, 2024)

CAPE: Context-Adaptive Positional Encoding for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Minbin Huang; Jingyao Li 001; Jing Xiong; Xiaozhe Ren; Michael K. Ng 001; Xin Jiang; Zhenguo Li; Yu Li 006 (CoRR, 2024)

RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models. - Jingyao Li 001; Pengguang Chen; Sitong Wu; Chuanyang Zheng; Hong Xu 001; Jiaya Jia (CoRR, 2024)

QuickLLaMA: Query-aware Inference Acceleration for Large Language Models. - Jingyao Li 001; Han Shi; Xin Jiang; Zhenguo Li; Hong Xu 001; Jiaya Jia (CoRR, 2024)

MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models. - Zhongshen Zeng; Yinhong Liu; Yingjia Wan; Jingyao Li 001; Pengguang Chen; Jianbo Dai; Yuxuan Yao; Rongwu Xu; Zehan Qi; Wanru Zhao; Linling Shen; Jianqiao Lu; et al. (CoRR, 2024)

BAL: Balancing Diversity and Novelty for Active Learning. - Jingyao Li 001; Pengguang Chen; Shaozuo Yu; Shu Liu 005; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TagCLIP: Improving Discrimination Ability of Zero-Shot Semantic Segmentation. - Jingyao Li 001; Pengguang Chen; Shengju Qian; Shu Liu 005; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MOODv2: Masked Image Modeling for Out-of-Distribution Detection. - Jingyao Li 001; Pengguang Chen; Shaozuo Yu; Shu Liu 005; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DAPE V2: Process Attention Score as Feature Map for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Jing Xiong; Jiankai Sun; Jingyao Li 001; Minbin Huang; Xiaozhe Ren; Michael Ng 001; Xin Jiang; Zhenguo Li; Yu Li 006 (ACL (1), 2025)

QuickLLaMA: Query-aware Inference Acceleration for Large Language Models. - Jingyao Li 001; Han Shi; Sitong Wu; Chuanyang Zheng; Zhenguo Li; Xin Jiang; Hong Xu 001; Jiaya Jia (COLING, 2025)

DreamOmni: Unified Image Generation and Editing. - Bin Xia; Yuechen Zhang; Jingyao Li 001; Chengyao Wang; Yitong Wang; Xinglong Wu; Bei Yu 001; Jiaya Jia (CVPR, 2025)

VisionZip: Longer is Better but Not Necessary in Vision Language Models. - Senqiao Yang; Yukang Chen; Zhuotao Tian; Chengyao Wang; Jingyao Li 001; Bei Yu 001; Jiaya Jia (CVPR, 2025)

Logits-Based Finetuning. - Jingyao Li 001; Senqiao Yang; Sitong Wu; Han Shi; Chuanyang Zheng; Hong Xu 001; Jiaya Jia (EMNLP, 2025)

Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code. - Sitong Wu; Haoru Tan; Yukang Chen; Shaofeng Zhang; Jingyao Li 001; Bei Yu 001; Xiaojuan Qi 001; Jiaya Jia (ICCV, 2025)

LYRA: An Efficient and Speech-Centric Framework for Omni-Cognition. - Zhisheng Zhong; Chengyao Wang; Yuqi Liu 003; Senqiao Yang; Longxiang Tang; Yuechen Zhang; Jingyao Li 001; Tianyuan Qu; Yanwei Li; Yukang Chen; Shaozuo Yu; Sitong Wu; et al. (ICCV, 2025)

DynamicBench: Evaluating Real-Time Report Generation in Large Language Models. - Jingyao Li 001; Hao Sun 015; Zile Qiao; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Hong Xu 001; Jiaya Jia (CoRR, 2025)

MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech. - Chengyao Wang; Zhisheng Zhong; Bohao Peng; Senqiao Yang; Yuqi Liu 003; Haokun Gui; Bin Xia; Jingyao Li 001; Bei Yu 001; Jiaya Jia (CoRR, 2025)

DreamOmni2: Multimodal Instruction-based Editing and Generation. - Bin Xia; Bohao Peng; Yuechen Zhang; Junjia Huang; Jiyang Liu; Jingyao Li 001; Haoru Tan; Sitong Wu; Chengyao Wang; Yitong Wang; Xinglong Wu; Bei Yu 001; et al. (CoRR, 2025)

VLPose: Bridging the Domain Gap in Pose Estimation With Language-Vision Tuning. - Jingyao Li 001; Pengguang Chen; Xuan Ju; Shu Liu 005; Hong Xu 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DreamOmni3: Scribble-based Editing and Generation. - Bin Xia; Bohao Peng; Jiyang Liu; Sitong Wu; Jingyao Li 001; Junjia Huang; Xu Zhao; Yitong Wang; Ruihang Chu; Bei Yu 001; Jiaya Jia (CoRR, 2025)