Meng Qu

Joined

September 2019

Names

Meng Qu (Preferred)

Emails

****@umontreal.ca (Confirmed)

Personal Links

Career & Education History

PhD student

University of Montreal (umontreal.ca)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen, Qingping Yang, Shuangzhi Wu
- Submitted to ICLR 2026
- Readers: Everyone
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen, Yuntao Li, Wenqi Wang, Qingping Yang, Shuangzhi Wu
- Submitted to NeurIPS 2025
- Readers: Everyone
Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science
Xiangru Tang, Qiao Jin, Kunlun Zhu, Tongxin Yuan, Yichi Zhang, Wangchunshu Zhou, Meng Qu, Yilun Zhao, Jian Tang, Zhuosheng Zhang, Arman Cohan, Zhiyong Lu, Mark Gerstein
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
GraphAgent: Exploiting Large Language Models for Interpretable Learning on Text-attributed Graphs
Xinmiao Yu, Meng Qu, Xiaocheng Feng, Bing Qin
- Submitted to ICLR 2024
- Readers: Everyone
GraphText: Graph Learning in Text Space
Jianan Zhao, Le Zhuo, Yikang Shen, Meng Qu, Kai Liu, Michael M. Bronstein, Zhaocheng Zhu, Jian Tang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Learning on Large-scale Text-attributed Graphs via Variational Inference
Jianan Zhao, Meng Qu, Chaozhuo Li, Hao Yan, Qian Liu, Rui Li, Xing Xie, Jian Tang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone
Neural Structured Prediction for Inductive Node Classification
Meng Qu, Huiyu Cai, Jian Tang
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Oral
- Readers: Everyone
Multi-task Learning with Domain Knowledge for Molecular Property Prediction
Shengchao Liu, Meng Qu, Zuobai Zhang, Huiyu Cai, Jian Tang
- Published: 22 Oct 2021, Last Modified: 05 May 2023
- NeurIPS-AI4Science Poster
- Readers: Everyone
Joint Modeling of Visual Objects and Relations for Scene Graph Generation
Minghao Xu, Meng Qu, Bingbing Ni, Jian Tang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
Meng Qu, Junkun Chen, Louis-Pascal Xhonneux, Yoshua Bengio, Jian Tang
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 62 co-authors