Jun-Yan He

Researcher, Foundation Model Team, Meituan

Joined

February 2020

Names

Jun-Yan He (Preferred)

HE JUNYAN

JUN-YAN HE

Emails

****@gmail.com (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Foundation Model Team, Meituan (meituan.com)

2025 – 2026

Researcher

Tongyi Lab, Alibaba Group (alibaba-inc.com)

2021 – 2025

PhD student

Southwest Jiaotong University (swjtu.edu.cn)

2015 – 2021

Advisors, Relations & Conflicts

Coauthor

Zhi-Qi Cheng

2015 – 2024

PhD Advisor

Xiao Wu

2015 – 2021

Expertise

AIGC

image synthesis

object detection

segmentation

transfer learning

2021 – 2026

fine-grain image recognition

real-time segmentation

2015 – 2021

Publications

Unified World Models: Memory-Augmented Planning and Foresight for Visual Navigation
Yifei Dong, Fengyi Wu, Guangyu Chen, Zhi-Qi Cheng, Qiyu Hu, Yuxuan Zhou, Jingdong Sun, Jun-Yan He, Qi Dai, Alexander G Hauptmann
- Submitted to ICLR 2026
- Readers: Everyone
Domain-Specific Conditional Jigsaw Adaptation for Enhancing transferability and Discriminability
Qi He, Zhaoquan Yuan, Xiao Wu, Jun-Yan He
- Proceedings of the 30th ACM International Conference on Multimedia
- Readers: Everyone
MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, kang zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G Hauptmann
- ICLR 2025 Poster
- Readers: Everyone
EIBench: Assessing the Emotion Interpretation ability of Vision Large Language Models
Yuxiang Lin, Jue Wang, Haomin Liang, Zebang Cheng, Jun-Yan He, Zhi-Qi Cheng, Xiaojiang Peng, Xian-Sheng Hua
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions
Heng Li, Minghan Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G Hauptmann
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G Hauptmann
- NeurIPS 2024 poster
- Readers: Everyone
AnyText: Multilingual Visual Text Generation and Editing
Yuxiang Tuo, Wangmeng Xiang, Jun-Yan He, Yifeng Geng, Xuansong Xie
- ICLR 2024 spotlight
- Readers: Everyone
HDFormer: High-order Directed Transformer for 3D Human Pose Estimation
Han-Yuan Chen, Jun-Yan He, Wangmeng Xiang, Wei Liu, Zhi-Qi Cheng, Hanbing Liu, Bin Luo, Yifeng Geng, Xuansong Xie
- 2023 (modified: 14 Apr 2023)
- CoRR 2023
- Readers: Everyone
DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Wangmeng Xiang, Binghui Chen, Bin Luo, Yifeng Geng, Xuansong Xie
- 2023 (modified: 15 Apr 2023)
- CoRR 2023
- Readers: Everyone
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness
Yuxuan Zhou, Zhi-Qi Cheng, Jun-Yan He, Bin Luo, Yifeng Geng, Xuansong Xie, Margret Keuper
- Published: 01 Jan 2023, Last Modified: 06 Jun 2023
- CoRR 2023
- Readers: Everyone

View all 39 publications

Co-Authors

View all 109 co-authors