Shenzhen Key Laboratory for High Performance Data Mining
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
心系智能，海纳百川 — Where AI Meets the Mind
- [April. 2026]: MeasHalu has been accepted to 2026 ACL Findings!
- [December. 2025]: 《大语言模型在心理健康领域的应用综述》 已被《集成技术》录用！
- [October. 2025]: RxSafeBench has been accepted to 2025 BIBM Short Paper!
- [January. 2025]: CascadeRCG has been accepted to 2025 WWW Short Paper!
- [November. 2024]: CPsyExam has been accepted to 2025 COLING!
- [September. 2024]: CollectiveSFT has been accepted to 16th International Conference on Social Robotics (ICSR) + InnoBiz!
- [September. 2024]: CoEvol has been accepted to 2024 EMNLP!
- [September. 2024]: DEFT has been accepted to 2024 EMNLP Findings!
- [July. 2024]: APTNESS has been accepted to 2024 CIKM!
- [May. 2024]: NUMCoT has been accepted to 2024 ACL Findings!
- [May. 2024]: CPsyCoun has been accepted to 2024 ACL Findings!
- [January. 2024]: XinHai-at-CLPsych2024 has been accepted to CLPsych 2024 held in conjunction with EACL 2024!
We develop trustworthy and human-centered AI systems, with a focus on:
|
Empathetic dialogue systems, psychological counseling, and suicide risk assessment |
Evaluating and improving LLM reliability in clinical decision-making |
Value alignment, safety evaluation, and reasoning enhancement |
Multimodal agent simulation, cooperation, and evolution |
| Project | Venue | Description | Stars |
|---|---|---|---|
| CPsyCoun | ACL 2024 | Report-based Multi-turn Dialogue Reconstruction and Evaluation for Chinese Psychological Counseling |  |
| CascadeRCG | WWW 2025 | Retrieval-Augmented Generation for Online Mental Health Support |  |
| APTNESS | CIKM 2024 | Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation |  |
| CPsyExam | COLING 2025 | Chinese Benchmark for Evaluating Psychology using Examinations |  |
| Project | Venue | Description | Stars |
|---|---|---|---|
| RxSafeBench | BIBM 2025 | Identifying Medication Safety Issues of LLMs in Simulated Consultation |  |
| CollectiveSFT | — | Scaling LLMs for Chinese Medical Benchmark with Collective Instructions |  |
| Project | Venue | Description | Stars |
|---|---|---|---|
| NUMCoT | ACL 2024 | Numerals and Units of Measurement in Chain-of-Thought Reasoning |  |
| Project | Venue | Description | Stars |
|---|---|---|---|
| XinHaiAgents | — | Sea of Minds: Multimodal Multi-agent Simulation and Evolution |  |
| Project | Description | Stars |
|---|---|---|
| awesome-ai-mental-health | 📖 Curated list of AI for Mental Health resources |  |
ACL EMNLP WWW CIKM AAAI COLING LREC BIBM
We are part of the Shenzhen Key Laboratory for High Performance Data Mining at SIAT, Chinese Academy of Sciences.
- 🌐 Website: xinhai.co
- 📧 Contact: mh.tan@siat.ac.cn
- 🎓 Google Scholar: Minghuan Tan
- 📍 Location: Shenzhen, China
We welcome collaboration and contributions! If you're interested in:
- 🧠 AI for mental health and emotional support
- 💊 Medication safety and clinical AI
- ⚖️ LLM alignment and safety evaluation
- 🤖 Multi-agent systems
Feel free to open an issue or reach out via email.
We are from Min's Group at CAS-SIAT.
⭐ If you find our work useful, please consider giving us a star! ⭐
© 2024-2026 CAS-SIAT-XinHai | Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
