DPT: Deformable Patch-based Transformer for Visual Recognition. - Zhiyang Chen 002; Yousong Zhu; Chaoyang Zhao; Guosheng Hu; Wei Zeng 006; Jinqiao Wang; Ming Tang 001 (ACM Multimedia, 2021)

MST: Masked Self-Supervised Transformer for Visual Representation. - Zhaowen Li; Zhiyang Chen 002; Fan Yang 089; Wei Li 190; Yousong Zhu; Chaoyang Zhao; Rui Deng; Liwei Wu; Rui Zhao 001; Ming Tang 001; Jinqiao Wang (NeurIPS, 2021)

UniVIP: A Unified Framework for Self-Supervised Visual Pre-training. - Zhaowen Li; Yousong Zhu; Fan Yang 089; Wei Li 190; Chaoyang Zhao; Yingying Chen 003; Zhiyang Chen 002; Jiahao Xie 002; Liwei Wu; Rui Zhao 001; Ming Tang 001; Jinqiao Wang (CVPR, 2022)

Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks. - Zhiyang Chen 002; Yousong Zhu; Zhaowen Li; Fan Yang 089; Wei Li 190; Haixin Wang; Chaoyang Zhao; Liwei Wu; Rui Zhao 001; Jinqiao Wang; Ming Tang 001 (NeurIPS, 2022)

Efficient Masked Autoencoders with Self-Consistency. - Zhaowen Li; Yousong Zhu; Zhiyang Chen 002; Wei Li 190; Chaoyang Zhao; Liwei Wu; Rui Zhao 001; Ming Tang 001; Jinqiao Wang (CoRR, 2023)

Mitigating Hallucination in Visual Language Models with Visual Supervision. - Zhiyang Chen 002; Yousong Zhu; Yufei Zhan; Zhaowen Li; Chaoyang Zhao; Jinqiao Wang; Ming Tang 001 (CoRR, 2023)

Self-Supervised Representation Learning from Arbitrary Scenarios. - Zhaowen Li; Yousong Zhu; Zhiyang Chen 002; Zongxin Gao; Rui Zhao 001; Chaoyang Zhao; Ming Tang 001; Jinqiao Wang (CVPR, 2024)

OpenStory: A Large-Scale Open-Domain Dataset for Subject-Driven Visual Storytelling. - Zilyu Ye; Jinxiu Liu; Jinjin Cao; Zhiyang Chen 002; Ziwei Xuan; Mingyuan Zhou; Qi Liu; Guo-Jun Qi (CVPR Workshops, 2024)

Griffon: Spelling Out All Object Locations at Any Granularity with Large Language Models. - Yufei Zhan; Yousong Zhu; Zhiyang Chen 002; Fan Yang 089; Ming Tang 001; Jinqiao Wang (ECCV (42), 2024)

The Devil is in Details: Delving Into Lite FFN Design for Vision Transformers. - Zhiyang Chen 002; Yousong Zhu; Zhaowen Li; Fan Yang 089; Chaoyang Zhao; Jinqiao Wang; Ming Tang 001 (ICASSP, 2024)

Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual Storytelling. - Zilyu Ye; Jinxiu Liu; Ruotian Peng; Jinjin Cao; Zhiyang Chen 002; Yiyang Zhang; Ziwei Xuan; Mingyuan Zhou; Xiaoqian Shen; Mohamed Elhoseiny; Qi Liu; Guo-Jun Qi (CoRR, 2024)

Self-Guidance: Boosting Flow and Diffusion Generation on Their Own. - Tiancheng Li; Weijian Luo; Zhiyang Chen 002; Liyuan Ma; Guo-Jun Qi (CoRR, 2024)

EFCPose: End-to-End Multi-Person Pose Estimation With Fully Convolutional Heads. - Haixin Wang; Lu Zhou; Yingying Chen 003; Zhiyang Chen 002; Ming Tang 001; Jinqiao Wang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Relation-Associated Instructions & Hallucination Benchmark. - Zhiyang Chen 002; Yousong Zhu; Yufei Zhan; Zhaowen Li; Chaoyang Zhao; Jinqiao Wang; Ming Tang 001 (IEEE DataPort, 2024)

Efficient Masked Autoencoders With Self-Consistency. - Zhaowen Li; Yousong Zhu; Zhiyang Chen 002; Wei Li 190; Rui Zhao 001; Chaoyang Zhao; Ming Tang 001; Jinqiao Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation. - Zilyu Ye; Zhiyang Chen 002; Tiancheng Li; Zemin Huang; Weijian Luo; Guo-Jun Qi (CVPR, 2025)

Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models. - Zemin Huang; Zhiyang Chen 002; Zijun Wang; Tiancheng Li; Guo-Jun Qi (CoRR, 2025)

SLOT: Sample-specific Language Model Optimization at Test-time. - Yang Hu; Xingyu Zhang; Xueji Fang; Zhiyang Chen 002; Xiao Wang 012; Huatian Zhang 001; Guojun Qi (CoRR, 2025)

InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO. - Xueji Fang; Liyuan Ma; Zhiyang Chen 002; Mingyuan Zhou; Guo-Jun Qi (CoRR, 2025)