Jiaxin Ding
Tenured Associate Professor
Works on spatio-temporal data mining, structure-aware learning, reinforcement learning and privacy protection.
Jiaxin Ding's lab at SJTU works on time series, anomaly & spatio-temporal data, data management & big data and reinforcement learning. 18 papers since 2023, 9 at top venues, mostly ICML and ECML-PKDD. 5 PhD students and 4 master's students. 4 alumni, most often to Baidu and Shanghai Shantai Information Technology. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 50%
- PhD students
- 5
- MS students
- 4
- alumni listed
- 4
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 9 papers2025 · T1 6
- 6 papers2024 · T1 3
- 3 papers2023 · T1 0
T1 venuesOtherVenues: ICML, ECML-PKDD, EMNLP, ICASSP, IJCAI
Research focuspaper titles that use each topic's words
- Reinforcement learning5 papers
- Time series, anomaly & spatio-temporal data1 paper
- Data management & big data1 paper
- privacy protection0 papers
- spatio-temporal data0 papers
Paper list
From the lab homepage.
20259 papers
- Gondwana Research“A Century of Knowledge Growth in Sedimentology” (opens in a new tab)
- ICASSP (T1)“AceParse: A Comprehensive Dataset with Diverse Structured Texts for Academic Literature Parsing” (opens in a new tab)
- ICML (T1)“Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration” (opens in a new tab)
- Applied Sciences“Deep Learning and COVID-19: Two Pathways to Scientific Evolution” (opens in a new tab)
- SIGIR (T1)“DeepReport: An AI-assisted Idea Generation System for Scientific Research” (opens in a new tab)
- ICML (T1)“Extreme Value Policy Optimization for Safe Reinforcement Learning” (opens in a new tab)
- ECML-PKDD“Leveraging Homophily under Local Differential Privacy for Effective Graph Neural Networks” (opens in a new tab)
- ICML (T1)“TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration” (opens in a new tab)
- KDD (T1)“Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph” (opens in a new tab)
20246 papers
- SIGSPATIAL“Adversarial Reconstruction of Trajectories: Privacy Risks and Attack Models in Trajectory Embedding” (opens in a new tab)
- DASFAA“Characterizing the Influence of Topology on Graph Learning Tasks” (opens in a new tab)
- Journal of Data and Information Science“Data-Enhanced Revealing of Trends in Geoscience” (opens in a new tab)
- IJCAI (T1)“Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints” (opens in a new tab)
- NAACL (T1)“Is Reference Necessary in the Evaluation of NLG Systems? When and Where?” (opens in a new tab)
- EMNLP (T1)“RepEval: Effective Text Evaluation with LLM Representation” (opens in a new tab)
20233 papers
- IEEE Transactions on Computational Social Systems“Community Deception in Large Networks: Through the Lens of Laplacian Spectrum” (opens in a new tab)
- TOIT“Finding the Source in Networks: An Approach Based on Structural Entropy” (opens in a new tab)
- PLOS ONE“Quantifying Knowledge from the Perspective of Information Structurization” (opens in a new tab)
Where alumni went4 listed, 100% to industry
Industry 4Academia 0
Most often to
- Baidu
- Shanghai Shantai Information Technology
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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