Publications

Conference Papers

CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm

Published in ICML 2026 (Oral), 2026

A co-evolutionary neural operator with Predictor-Corrector framework. SOTA on 5 standard + 2 industrial benchmarks with linear O(N) complexity.

Recommended citation: Jianqiao Zeng, Ruocheng Wang, Yanzhi Liu, Hao Xiong, Junchi Yan. (2026). "CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm." ICML 2026 (Oral).
Download Paper

AMQuestioner: Training Critical Thinking with Question-Driven Interactive Argument Maps in Online Discussion

Published in Proc. ACM Human-Computer Interaction (CSCW), 2025

A critical-thinking training system combining argument maps with LLMs through question-driven interactive exploration in online discussion.

Recommended citation: Qiyu Pan, Jianqiao Zeng, Jien Wang, Junyu Liu, Yihan Qiu, Kangyu Yuan, Zhenhui Peng. (2025). "AMQuestioner: Training Critical Thinking with Question-Driven Interactive Argument Maps in Online Discussion." Proc. ACM Hum. Comput. Interact..
Download Paper