James Kwok

14 papers A* 3Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LineMVGNN: Anti-Money Laundering with Line-Graph-Assisted Multi-View Graph Neural Networks.
CoRR
Chung-Hoo Poon, James Kwok, Calvin Chow, Jang-Hyeon Choi
2026 A* conf
Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting.
AAAI
Ziyu Zhou, Yiming Huang, Yanyun Wang, Yuankai Wu, James Kwok, Yuxuan Liang
2026 J jnl
SEDformer: Event-Synchronous Spiking Transformers for Irregular Telemetry Time Series Forecasting.
CoRR
Ziyu Zhou, Yuchen Fang, Weilin Ruan, Shiyu Wang, James Kwok, Yuxuan Liang
2026 J jnl
SOON: Symmetric Orthogonal Operator Network for Global Subseasonal-to-Seasonal Climate Forecasting.
CoRR
Ziyu Zhou, Tian Zhou, Shiyu Wang, James Kwok, Yuxuan Liang
2026 J jnl
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework.
CoRR
Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James Kwok, Xuming Hu
2026 J jnl
Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.
CoRR
Yibo Yan, Jiahao Huo, Guanbo Feng, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Yuanhuiyi Lyu, Yue Huang, Jungang Li, Kening Zheng, Xu Zheng, Philip S. Yu, James Kwok, Xuming Hu
2025 J jnl
Beyond scaleup: Knowledge-aware parsimony learning from deep networks.
AI Mag.
Quanming Yao, Yongqi Zhang, Yaqing Wang, Nan Yin, James Kwok, Qiang Yang
2025 A* conf
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning.
EMNLP
Yunhao Gou, Hansi Yang, Zhili Liu, Kai Chen, Yihan Zeng, Lanqing Hong, Zhenguo Li, Qun Liu, Bo Han, James Kwok, Yu Zhang
2025 A* conf
Curriculum-aware Training for Discriminating Molecular Property Prediction Models.
ICLR
Hansi Yang, Quanming Yao, James Kwok
2025 J jnl
DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning.
CoRR
Yibo Yan, Guangwei Xu, Xin Zou, Shuliang Liu, James Kwok, Xuming Hu
2025 — conf
Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems.
ACL (Findings)
Shuhan Guo, Nan Yin, James Kwok, Quanming Yao
2024 J jnl
Alignment of Diffusion Models: Fundamentals, Challenges, and Future.
CoRR
Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James Kwok, Sumi Helal, Zeke Xie
2024 J jnl
CodeGraph: Enhancing Graph Reasoning of LLMs with Code.
CoRR
Qiaolong Cai, Zhaowei Wang, Shizhe Diao, James Kwok, Yangqiu Song
2024 J jnl
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs.
CoRR
Quanming Yao, Yongqi Zhang, Yaqing Wang, Nan Yin, James Kwok, Qiang Yang