Sam Tak-Wu Kwong

13 papers B 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
DSP-Reg: Domain-Sensitive Parameter Regularization for Robust Domain Generalization.
CoRR
Xudong Han, Senkang Hu, Yihang Tao, Yu Guo, Philip Birch, Sam Tak-Wu Kwong, Yuguang Fang
2026 J jnl
Optimizing Agentic Reasoning with Retrieval via Synthetic Semantic Information Gain Reward.
CoRR
Senkang Hu, Yong Dai, Yuzhi Zhao, Yihang Tao, Yu Guo, Zhengru Fang, Sam Tak-Wu Kwong, Yuguang Fang
2025 J jnl
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging.
IEEE Trans. Mob. Comput.
Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Tak-Wu Kwong
2025 J jnl
CP-Guard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems.
CoRR
Senkang Hu, Yihang Tao, Guowen Xu, Xinyuan Qian, Yiqin Deng, Xianhao Chen, Sam Tak-Wu Kwong, Yuguang Fang
2025 J jnl
Distribution-Aligned Decoding for Efficient LLM Task Adaptation.
CoRR
Senkang Hu, Xudong Han, Jinqi Jiang, Yihang Tao, Zihan Fang, Yong Dai, Sam Tak-Wu Kwong, Yuguang Fang
2025 B conf
Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge.
GLOBECOM
Senkang Hu, Yanan Ma, Yihang Tao, Zhengru Fang, Zihan Fang, Yiqin Deng, Sam Tak-Wu Kwong, Yuguang Fang
2025 J jnl
UAV Path Planning for Data Collection From Wireless Sensor Network With Matrix-Based Evolutionary Computation.
IEEE Trans. Intell. Transp. Syst.
Yu Bai, Peifa Sun, Tian-Hong Wang, Bing Sun, Wei-Jie Yu, Jing-Hui Zhong, Guo-Huan Song, Sang-Woon Jeon, Sam Tak-Wu Kwong, Jun Zhang
2024 B conf
A Multiobjective Particle Swarm Optimizer based Localized Feature Selection for Imbalanced Fault Diagnosis.
CEC
Lin Gao, Yu Zhou, Hainan Guo, Sam Tak-Wu Kwong
2024 J jnl
Stereo Superpixel Segmentation via Decoupled Dynamic Spatial-Embedding Fusion Network.
IEEE Trans. Multim.
Hua Li, Junyan Liang, Ruiqi Wu, Runmin Cong, Wenhui Wu, Sam Tak-Wu Kwong
2022 J jnl
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network.
CoRR
Hua Li, Junyan Liang, Ruiqi Wu, Runmin Cong, Junhui Wu, Sam Tak-Wu Kwong
2021 J jnl
Superpixel Segmentation Based on Spatially Constrained Subspace Clustering.
IEEE Trans. Ind. Informatics
Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Tak-Wu Kwong, Chuanbo Chen
2019 J jnl
Semantic Example Guided Image-to-Image Translation.
CoRR
Jialu Huang, Jing Liao, Sam Tak-Wu Kwong
1996 — —
An automatic recognition system for Chinese speech.
Sam Tak-Wu Kwong