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 (2027年保研、拿到2026年及以后创智/中关村/河套等国家AI学院offer) 的学生、实习生，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. 2027 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: 12490 interests include Agentic AI, Multimodal Large Language Model, Spatial Intelligence, Remote Sensing Image Interpretation, etc.

🔥 Latest News

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. 🎉🎉🎉

2026-04

One paper related to object detection in remote sensing images is accepted by TCSVT.

2026-02

Five paper related to Safety of LLMs are accepted by ACL 2026 (two Main Conference, three Findings). Congratulations to Yu Tian. 🎉🎉🎉

2026-03

CitationClaw is released. Turning Every Citation into Explainable Impact.

2026-02

Received 2025 Reviewer Certificate from IEEE TPAMI

2026-02

Five paper related to Video Tokenization (AdapTok), PEFT (CrossEarth-Gate), Visual Grounding (GeoVis, Oral, 74/16092=0.46%), OBB (PWOOD), AD (SpatialRetrievalAD) are accepted by CVPR 2026 and one paper related to RGB-T&OBB (CrossWeaver) is accepted as findings. Congratulations to Yan Li, Ziyang Gong, Zonghao Guo, Mingxin Liu, Xiaosong Jia, and Qi Ming. 🎉🎉🎉

🔥 Recent Works
Equal contribution
Corresponding author
Project Leader
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: 0
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: 0
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
arXiv
Image
【SpaceDG】Benchmarking Spatial Intelligence under Visual Degradation (arXiv, 2026) Citation: 0
Spatial IntelligenceBenchmarkLow levelPreprint
Xiaolong Zhou
,
Yifei Liu
,
Ziyang Gong
,
Jiarui Li
,
Qiyue Zhao
,
Muyao Niu
,
Yuanyuan Gao
,
Le Ma
,
Xue Yang
,
Hongjie Zhang
,
Zhihang Zhong
PDFCode
KDD
Oral
Image
【ToxiMol】Breaking Bad Molecules Are MLLMs Ready for Structure-Level Molecular Detoxification? (KDD, 2026) Citation: 4
VLM & MLLM & LLMAI4SCIMedicalBenchmarkFirst/CorrespondenceConference
Fei Lin
,
Ziyang Gong
,
Cong Wang
,
Yonglin Tian
,
Tengchao Zhang
,
Yonglin Tian
,
Yining Jiang
,
Ji Dai
,
Chao Guo
,
Xiaotong Yu
,
Xue Yang
,
Gen Luo
,
Fei-Yue Wang
PDFCodeDataset
ACL
Image
【SafeSteer】A Decoding-level Defense Mechanism for Multimodal Large Language Models (ACL, 2026) Citation: 0
VLM & MLLM & LLMSafetyConference
Xinyi Zeng
,
Xue Yang
,
Jingyuan Zhang
,
Huanqian Yan
,
Xiang Chen
,
Kaiwen Wei
,
Hankun Kang
,
Yu Tian
PDF
TCSVT
Image
【CTAOD-RS】Continual Test-Time Adaptive Object Detection in Remote Sensing Images via Spectral Routing and Historical Reconstruction (TCSVT, 2026) Citation: 0
DetectionRSJournal
Mingjing Yong
,
Nanqing Liu
,
Sen Lei
,
Jie Pan
,
Xue Yang
,
Heng-Chao Li
PDFCode
ICML
Oral
Image
【Holi-Spatial】Evolving Video Streams into Holistic 3D Spatial Intelligence (ICML, 2026) Citation: 3
VLM & MLLM & LLMSpatial IntelligenceBenchmarkConference
Yuanyuan Gao
,
Hao Li
,
Yifei Liu
,
Xinhao Ji
,
Yuning Gong
,
Yuanjun Liao
,
Fangfu Liu
,
Manyuan Zhang
,
Yuchen Yang
,
Dan Xu
,
Xue Yang
,
Huaxi Huang
,
Hongjie Zhang
,
Ziwei Liu
,
Xiao Sun
,
Dingwen Zhang
,
Zhihang Zhong
PDFCodeHomepage
ICML
Image
【PhoStream】Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios (ICML, 2026) Citation: 2
VLM & MLLM & LLMOmnimodalBenchmarkConference
Xudong Lu
,
Huankang Guan
,
Yang Bo
,
Jinpeng Chen
,
Xintong Guo
,
Shuhan Li
,
Fang Liu
,
Peiwen Sun
,
Xueying Li
,
Wei Zhang
,
Xue Yang
,
Rui Liu
,
Hongsheng Li
PDFCode
ACL
Image
【DPN-LE】Dual Personality Neuron Localization and Editing for Large Language Models (ACL, 2026) Citation: 0
VLM & MLLM & LLMConference
Lifan Zheng
,
Xue Yang
,
Jiawei Chen
,
Chenyan Wu
,
Jingyuan Zhang
,
Fanheng Kong
,
Xinyi Zeng
,
Xiang Chen
,
Yu Tian
PDFCode
arXiv
Image
【MM-WebAgent】A Hierarchical Multimodal Web Agent for Webpage Generation (arXiv, 2026) Citation: 0
AI AgentBenchmarkPreprintFirst/Correspondence
Yan Li
,
Zezi Zeng
,
Yifan Yang
,
Yuqing Yang
,
Ning Liao
,
Weiwei Guo
,
Lili Qiu
,
Mingxi Cheng
,
Qi Dai
,
Zhendong Wang
,
Zhengyuan Yang
,
Xue Yang
,
Ji Li
,
Lijuan Wang
,
Chong Luo
PDFHomepageCodeBenchmark
arXiv
Image
【HiProto】Hierarchical Prototype Learning for Interpretable Object Detection Under Low-quality Conditions (arXiv, 2026) Citation: 0
DetectionPreprint
Jianlin Xiang
,
Linhui Dai
,
Xue Yang
,
Chaolei Yang
,
Yanshan Li
PDFCode
Tech. Report
Image
【Video-MME-v2】Towards the Next Stage in Benchmarks for Comprehensive Video Understanding (Tech. Report, 2026) Citation: 1
VLM & MLLM & LLMVideoBenchmarkPreprint
Chaoyou Fu
,
Haozhi Yuan
,
Yuhao Dong
,
Yi-Fan Zhang
,
Yunhang Shen
,
Xiaoxing Hu
,
Xueying Li
,
Jinsen Su
,
Chengwu Long
,
Xiaoyao Xie
,
Yongkang Xie
,
Xiawu Zheng
,
Xue Yang
,
Haoyu Cao
,
Yunsheng Wu
,
Ziwei Liu
,
Xing Sun
,
Caifeng Shan
,
Ran He
PDFHomepageCodeHuggingFace
ACL
Image
【Rt-LRM】Red Teaming Large Reasoning Models (ACL, 2026) Citation: 2
VLM & MLLM & LLMSafetyConference
Jiawei Chen
,
Yang Yang
,
Chao Yu
,
Yu Tian
,
Zhi Cao
,
Xue Yang
,
Linghao Li
,
Hang Su
,
Zhaoxia Yin
PDF
ACL
Image
【Safe-FedLLM】Delving into the Safety of Federated Large Language Models (ACL, 2026) Citation: 1
VLM & MLLM & LLMSafetyConference
Mingxiang Tao
,
Yu Tian
,
Wenxuan Tu
,
Yue Yang
,
Xue Yang
,
Xiangyan Tang
PDFCode
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