Xue Yang

Assistant Professor, Ph.D. Supervisor

School of Automation and Intelligent Sensing, Shanghai Jiao Tong University

800 Dongchuan Road, Shanghai, 200240, China

📧 [email protected], [email protected], [email protected]

我正在寻找自驱力较强的攻读硕/博士 (2028年保研、拿到创智/中关村/河套等国家AI学院offer，提前进组实习是必须的，越早越好) 的学生、实习生（长期招收），与严骏驰教授共同指导，目标是在智能体、多模态大模型、空间智能、遥感影像解译等课题上做出有影响力的工作。请随时通过电子邮件与我联系。

Looking for self-motivated students (Master/Ph.D. 2028 spring & fall), interns to join us, co-supervised by Prof. Junchi Yan, with the goal of doing impactful work on the topic of Agentic AI, Multimodal Large Language Model, Spatial Intelligence, Remote Sensing Image Interpretation, etc. Please do not hesitate to contact me via email.

🔑 Research Interests

My research Citations: 13253 interests include Agentic AI, Multimodal Large Language Model, Spatial Intelligence, Remote Sensing Image Interpretation, etc.

🔥 Latest News

2026-08

Serves as Chief Scientist at COOWA. 🚀🚀🚀

2026-07

Congratulations to Zhaokai Wang on being selected for the Chinese Institute of Electronics-Tencent Large Model Doctoral Research Incentive Program (Hunyuan Doctoral Special Program), 中国电子学会-腾讯大模型博士生科研激励计划(混元博士生专项). 🧨🧨🧨

2026-07

GRADE (ECCV 2026) is accepted as Oral. 🚀🚀🚀

2026-06

I will serve as Senior Program Committee for AAAI 2027

2026-06

Four papers related to VLM (GRADE, EvoTok), Visual Grounding (RGBT-GroundBench) and Continual Learning (SCL-MGSM) are accepted by ECCV 2026. Congratulations to Mingxin Liu, Ziqian Fan (Sophomore), Zhaokai Wang, Leyao Gu (Sophomore), Zirun Zhu (Sophomore), Yan Li, Ning Liao, Ruilin Li. 🎉🎉🎉

2026-05

We have open-sourced SkillOpt jointly with Microsoft Research Asia 🔥🔥🔥

2026-05

Congratulations to doctoral student Ziyang Gong for receiving the first CCF doctoral student funding program. 🧨🧨🧨

2026-05

Serving as the Associate Editor (AE) for Visual Intelligence.

2026-05

One paper related to Spatial Intelligence (Holi-Spatial, Oral, 168/23918=0.7%) is accepted by ICML 2026. Congratulations to Prof. Zhihang Zhong. 🎉🎉🎉

2026-05

CitationClaw-v2 is released. Cheaper and more accurate.

2026-05

Serving as the Sponsor Chair for the 4th SCS-CV. 🧨🧨🧨

2026-05

One paper related to RS-VLM survey (GeoChef) is accepted by GRSM. Congratulations to Prof. Yue Zhou. 🧨🧨🧨

2026-05

GeoViS has been selected as a Candidate for the CVPR 2026 Best Paper Award. 🧨🧨🧨

2026-05

One paper related to AI4SCI (Molecular Detoxification, Oral, 6.1%) is accepted by KDD 2026, AI for Sciences Track. Congratulations to Fei Lin and Ziyang Gong. 🎉🎉🎉

2026-05

Two paper related to Streaming Video (PhoStream) and Spatial Intelligence (Holi-Spatial, Spotlight, 536/23918=2.2%) are accepted by ICML 2026. Congratulations to Xudong Lu and Prof. Zhihang Zhong. 🎉🎉🎉

🔥 Recent Works
Equal contribution
Corresponding author
Project Leader
arXiv
Image
【T-STAR】A Large-Scale Benchmark for Spatio-Temporal Panoptic Scene Graph Generation in Satellite Video (arXiv, 2026) Citation: 0
SGGVideoSegmentationDatasetPreprint
Linlin Wang
,
Xue Yang
,
Zhihuang Zhou
,
Zhenyu Zhong
,
Ruiyuan Zhang
,
Yansheng Li
PDFCode
arXiv
Image
【IG-Bench】Ideas Have Genomes Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation (arXiv, 2026) Citation: 0
VLM & MLLM & LLMAI4SCIBenchmarkPreprint
Yifan Zhou
,
Qihao Yang
,
Yan Li
,
Donggang Li
,
Xiru Hu
,
Hokin Deng
,
Ziyang Gong
,
Xuanyi Zhou
,
Huacan Wang
,
Xiangchao Yan
,
Wanghan Xu
,
Wenlong Zhang
,
Shaofeng Zhang
,
Yue Zhou
,
Yifan Yang
,
Zhihang Zhong
,
Xue Yang
PDFHomepageCode
Tech. Report
Image
【ACE-Brain-0.5】A Unified Embodied Foundational Model for Physical Agentic AI (Tech. Report, 2026) Citation: 0
VLM & MLLM & LLMSpatial IntelligencePreprintFirst/Correspondence
Ziyang Gong
,
Haoming Gu
,
Zehang Luo
,
Tianyi Zhang
,
Tao Tao
,
Yixiao Chi
,
Zhe Liu
,
Lingsi Zhu
,
Jingyuan Liu
,
Anke Tang
,
Songze Li
,
Yilun Kong
,
Ningjing Liu
,
Tianyu Zhu
,
Yunpeng Qing
,
Shuang Luo
,
Xiang Liu
,
Shi Fu
,
Dawei Nie
,
Sixiang Liu
,
Zhexi Wen
,
Feng Pan
,
Xiaofeng Wang
,
Zhi Hou
,
Chunxiao Liu
,
Xue Yang
,
Junchi Yan
,
Hengshuang Zhao
,
Dacheng Tao
,
Xiaogang Wang
PDFCodeHuggingFaceHomepage
arXiv
Image
【DisciplineGen-1M】A Large-Scale Dataset for Multidisciplinary Visual Generation and Editing (arXiv, 2026) Citation: 0
VLM & MLLM & LLMAI4SCIBenchmarkPreprint
Zhaokai Wang
,
Mingxin Liu
,
Zirun Zhu
,
Ziqian Fan
,
Yiguo He
,
Mohan Zhang
,
Leyao Gu
,
Xiangyu Zhao
,
Ning Liao
,
Shaofeng Zhang
,
Xuanhe Zhou
,
Zhihang Zhong
,
Junchi Yan
,
Xue Yang
PDFHomepage
arXiv
Image
【ACE】Pluggable Adaptive Context Elasticizer across Agents (arXiv, 2026) Citation: 0
AI AgentPreprint
Ning Liao
,
Zihao Long
,
Xiaoxing Wang
,
Xue Yang
,
Yaoming Wang
,
Ziyuan Zhuang
,
Xunliang Cai
,
Rongxiang Weng
,
Junchi Yan
PDF
ECCV
Image
【EvoTok】A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation (ECCV, 2026) Citation: 0
VLM & MLLM & LLMConferenceFirst/Correspondence
Yan Li
,
Ning Liao
,
Xiangyu Zhao
,
Shaofeng Zhang
,
Xiaoxing Wang
,
Yifan Yang
,
Junchi Yan
,
Xue Yang
PDFCode
ECCV
Oral
Image
【GRADE】Benchmarking Discipline-Informed Reasoning in Image Editing (ECCV, 2026) Citation: 2
VLM & MLLM & LLMBenchmarkConferenceFirst/Correspondence
Mingxin Liu
,
Ziqian Fan
,
Zhaokai Wang
,
Leyao Gu
,
Zirun Zhu
,
Yiguo He
,
Yuchen Yang
,
Changyao Tian
,
Xiangyu Zhao
,
Ning Liao
,
Shaofeng Zhang
,
Qibing Ren
,
Zhihang Zhong
,
Xuanhe Zhou
,
Junchi Yan
,
Xue Yang
PDFHomepageCodeDataset
ECCV
Image
【RGBT-Ground】Visual Grounding Beyond RGB in Complex Real-World Scenarios (ECCV, 2026) Citation: 2
MMF & RGBTPEFTDatasetConference
Tianyi Zhao
,
Jiawen Xi
,
Linhui Xiao
,
Junnan Li
,
Xue Yang
,
Maoxun Yuan
,
Xingxing Wei
PDF
ECCV
Image
【SCL-MGSM】Enhancing Pretrained Model-based Continual Representation Learning via Guided Random Projection (ECCV, 2026) Citation: 3
Continual LearningConferenceFirst/Correspondence
Ruilin Li
,
Heming Zou
,
Xiufeng Yan
,
Zheming Liang
,
Jie Yang
,
Chenliang Li
,
Xue Yang
PDFHomepage
GRSM
Image
Data-Driven Vision-Language Models for Remote Sensing A survey (GRSM, 2026) Citation: 0
VLM & MLLM & LLMSurveyRSJournalFirst/Correspondence
Yue Zhou
,
Shujun Zhao
,
Xue Yang
,
Ruigang Li
,
Tianwen Zhang
,
Mengcheng Lan
,
Chaofeng Chen
,
Lingfei Ma
,
Hongjie He
,
Jonathan Li
PDFHomepage
arXiv
Image
【Moment-Video】Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events (arXiv, 2026) Citation: 1
VLM & MLLM & LLMVideoBenchmarkPreprintFirst/Correspondence
Xiaolin Liu
,
Yilun Zhu
,
Xiangyu Zhao
,
Xuehui Wang
,
Yan Li
,
Xin Li
,
Haoyu Cao
,
Xing Sun
,
Shaofeng Zhang
,
Xu Yang
,
Zhihang Zhong
,
Xue Yang
PDFHomepageCodeHuggingFace
arXiv
Image
【ResearchClawBench】A benchmark for end-to-end autonomous scientific research (arXiv, 2026) Citation: 4
VLM & MLLM & LLMAI4SCIBenchmarkPreprint
InternDiscovery Team
PDFHomepageCodeDataset
arXiv
Image
【PhotoFlow】Agentic 3D Virtual Photography Missions (arXiv, 2026) Citation: 0
Spatial IntelligenceDatasetAI AgentPreprint
Jiarui Guo
,
Haojia Wei
,
Yiming Zhang
,
Yifei Liu
,
Yuning Gong
,
Hongjie Zhang
,
Xue Yang
,
Zhihang Zhong
PDFHomepageCodeDataset
arXiv
Image
【SkillLens】From Raw Experience to Skill Consumption A Systematic Study of Model-Generated Agent Skills (arXiv, 2026) Citation: 5
AI AgentPreprint
Zisu Huang
,
Jingwen Xu
,
Yifan Yang
,
Ziyang Gong
,
Qihao Yang
,
Muzhao Tian
,
Xiaohua Wang
,
Changze Lv
,
Xuemei Gao
,
Qi Dai
,
Bei Liu
,
Kai Qiu
,
Xue Yang
,
Dongdong Chen
,
Xiaoqing Zheng
,
Chong Luo
PDFHomepageCode
arXiv
Image
【SkillOpt】Executive Strategy for Self-Evolving Agent Skills (arXiv, 2026) Citation: 29
AI AgentPreprintFirst/Correspondence
Yifan Yang
,
Ziyang Gong
,
Weiquan Huang
,
Qihao Yang
,
Ziwei Zhou
,
Zisu Huang
,
Yan Li
,
Xuemei Gao
,
Qi Dai
,
Bei Liu
,
Kai Qiu
,
Yuqing Yang
,
Dongdong Chen
,
Xue Yang
,
Chong Luo
PDFHomepageCodeVideo
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