James Kwok

According to our database, James Kwok authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Curriculum-aware Training for Discriminating Molecular Property Prediction Models.

Hansi Yang, Quanming Yao, James Kwok

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems.

Shuhan Guo, Nan Yin, James Kwok, Quanming Yao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Alignment of Diffusion Models: Fundamentals, Challenges, and Future.

Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James Kwok, Sumi Helal, Zeke Xie

CoRR, 2024

CodeGraph: Enhancing Graph Reasoning of LLMs with Code.

Qiaolong Cai, Zhaowei Wang, Shizhe Diao, James Kwok, Yangqiu Song

CoRR, 2024

You Only Merge Once: Learning the Pareto Set of Preference-Aware Model Merging.

Weiyu Chen, James Kwok

CoRR, 2024

Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs.

Quanming Yao, Yongqi Zhang, Yaqing Wang, Nan Yin, James Kwok, Qiang Yang

CoRR, 2024

2022

Multi-Objective Deep Learning with Adaptive Reference Vectors.

Weiyu Chen, James Kwok

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022