Shangding Gu
Tenured Track Associate Professor
Works on safe reinforcement learning, AI safety and agents for industrial decision making.
Shangding Gu's lab at SJTU works on reinforcement learning and trustworthy & safe ML. 3 papers since 2023, 2 at top venues, mostly ICLR and NeurIPS. 9 alumni. Applications close .
At a glance
- papers, 2023–2026
- 1/ year
- at T1 venues
- 67%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 9
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 1 papers2025 · T1 1
- 2 papers2024 · T1 1
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICLR, NeurIPS
Research focuspaper titles that use each topic's words
- Reinforcement learning3 papers
- Trustworthy & safe ML2 papers
- safe reinforcement2 papers
- safe2 papers
- industrial0 papers
Paper list
From the lab homepage.
20251 paper
- ICLR (T1)Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
20242 papers
- Association for the Advancement of Artificial IntelligenceBalancing Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
- NeurIPS (T1)Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
Where alumni went9 listed, 0% to industry
Industry 0Academia 4
Also to
- TUM
- Cornell University
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.
Similar labsnearest by research summary
- CAToronto
Peyman Mohajerin Esfahani
- Reinforcement learning
- USUCSD
Tara Javidi
- Reinforcement learning
- USUCSD
Yuanyuan Shi
- Reinforcement learning
- CNSJTU
Guojun Xiong
- Reinforcement learning
- USUT Austin
Noah Golowich
- Learning theory & optimization
- CNTsinghua
Shiji Song
- Learning theory & optimization
Your notes
Save this lab to keep notes.
Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
SJTUcloses