I’m Jinglong Gao, a Ph.D. student in Research Center for Social Computing and Interactive Robotics (SCIR), at Harbin Institute of Technology (HIT, China). I am co-advised by Prof. Ting Liu and Prof. Xiao Ding. My research interests include causal reasoning, intelligent agents (self-evolution, transfer and generalization), and slow thinking for LLMs.
📝 Publications
In Progress
- Master-O1: Towards Proficient Slow Thinking for O1-like Reasoning.
- Guide the learning mode of slow-thinking LLMs to transition from rigid and increasingly slow to a more human-like, gradually proficient state. Both performance and efficiency improve simultaneously.
Arxiv
- CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer. Jinglong Gao, Xiao Ding, Lingxiao Zou, Bing Qin, Ting Liu.
2025
- ExpeTrans: LLMs Are Experiential Transfer Learners. Jinglong Gao, Xiao Ding, Lingxiao Zou, Bibo Cai, Bing Qin, Ting Liu. ACL 2025.
- Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu. ACL 2025.
- Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. Yang Zhao, Li Du, Xiao Ding, YangouOuyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu. ACL 2025.
2024
- Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion. Jinglong Gao, Chen Lu, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin. NLPCC 2024 Outstanding Paper.
- Event Causality Identification via Competitive-Cooperative Cognition Networks. Jinglong Gao, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin. Knowledge-Based Systems (IF=7.6).
- Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin. ACL 2024.
- Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Qin Bing. COLING 2024.
2023
- Is chatgpt a good causal reasoner? a comprehensive evaluation. Jinglong Gao, Xiao Ding, Bing Qin, Ting Liu. EMNLP 2023 Findings.
- Discrimloss: A universal loss for hard samples and incorrect samples discrimination. Tingting Wu, Xiao Ding, Hao Zhang, Jinglong Gao, Minji Tang, Li Du, Bing Qin, Ting Liu. IEEE Transactions on Multimedia (IF=9.7).
🎖 Honors and Awards
- 2024 NLPCC 2024 Outstanding Paper Reward
- 2021 First-Class Graduate Academic Scholarship
- 2016/2017/2018 First-Class People’s Scholarship
📖 Educations
- 2016.09 - 2020.06, Harbin Institute of Technology, China. Bachelor of Engineering, Computer Science.
- 2020.09 - 2021.06, Harbin Institute of Technology, China. Master of Engineering, Computer Science.
- Research Center for Social Computing and Interactive Robotics (SCIR)
- Advisor: Prof. Ting Liu
- 2021.09 - Now, Harbin Institute of Technology, China. Ph.D. Candidate
- Research Center for Social Computing and Interactive Robotics (SCIR)
- Advisors: Prof. Ting Liu and Xiao Ding
💼 Internships
- 2021.10 - 2022.12, Huawei Cloud, China. AI Algorithm Engineer.
- 2023.11 - 2024.3, iFLYTEK Research, Beijing, China. Agent Algorithm Engineer.
🎓 Academic Services
- Reviewers of Top AI Conferences
- ACL/ARR: 2023, 2024, 2025
- EMNLP/ARR: 2023, 2024
- KDD: 2021
- IJCAI: 2022
- Reviewers of Other Conferences
- CCKS
- NLPCC
- CCL