Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks. - Hansi Yang; Wei-Qiang Zhang 001 (INTERSPEECH, 2019)

Searching to Exploit Memorization Effect in Learning from Corrupted Labels. - Hansi Yang; Quanming Yao; Bo Han 003; Gang Niu 001 (CoRR, 2019)

Searching to Exploit Memorization Effect in Learning with Noisy Labels. - Quanming Yao; Hansi Yang; Bo Han 003; Gang Niu 001; James Tin-Yau Kwok (ICML, 2020)

Tensorizing Subgraph Search in the Supernet. - Hansi Yang; Quanming Yao; James T. Kwok (CoRR, 2021)

Efficient Variance Reduction for Meta-learning. - Hansi Yang; James T. Kwok (ICML, 2022)

AutoWeird: Weird Translational Scoring Function Identified by Random Search. - Hansi Yang; Yongqi Zhang; Quanming Yao (CoRR, 2022)

Efficient Low-Rank Semidefinite Programming With Robust Loss Functions. - Quanming Yao; Hansi Yang; En-Liang Hu; James T. Kwok (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Positive-Unlabeled Node Classification with Structure-aware Graph Learning. - Hansi Yang; Yongqi Zhang; Quanming Yao; James T. Kwok (CIKM, 2023)

Leveraging per Image-Token Consistency for Vision-Language Pre-training. - Yunhao Gou; Tom Ko; Hansi Yang; James T. Kwok; Yu Zhang 006; Mingxuan Wang (CVPR, 2023)

An Adaptive Policy to Employ Sharpness-Aware Minimization. - Weisen Jiang; Hansi Yang; Yu Zhang 006; James T. Kwok (ICLR, 2023)

Efficient Hyper-parameter Optimization with Cubic Regularization. - Zhenqian Shen; Hansi Yang; Yong Li 008; James T. Kwok; Quanming Yao (NeurIPS, 2023)

Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks. - Zhen Hao Wong; Hansi Yang; Xiaoyi Fu; Quanming Yao (CoRR, 2024)

Mixup Augmentation with Multiple Interpolations. - Lifeng Shen; Jincheng Yu; Hansi Yang; James T. Kwok (CoRR, 2024)

Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning. - Hansi Yang; James T. Kwok (CoRR, 2024)

Multiagent Reinforcement Learning Enhanced Decision-making of Crew Agents During Floor Construction Process. - Bin Yang 029; Boda Liu 001; Yilong Han; Xin Meng; Yifan Wang; Hansi Yang; Jianzhuang Xia (CoRR, 2024)

Searching to Exploit Memorization Effect in Deep Learning With Noisy Labels. - Hansi Yang; Quanming Yao; Bo Han 003; James T. Kwok (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization. - Hansi Yang; James T. Kwok (ICLR, 2025)

Curriculum-aware Training for Discriminating Molecular Property Prediction Models. - Hansi Yang; Quanming Yao; James Kwok (ICLR, 2025)

Topology-aware tensor decomposition for meta-graph learning. - Hansi Yang; Quanming Yao (CAAI Trans. Intell. Technol., 2025)

Corrupted but Not Broken: Rethinking the Impact of Corrupted Data in Visual Instruction Tuning. - Yunhao Gou; Hansi Yang; Zhili Liu; Kai Chen 023; Yihan Zeng; Lanqing Hong; Zhenguo Li; Qun Liu 001; James T. Kwok; Yu Zhang 006 (CoRR, 2025)

PASemiQA: Plan-Assisted Agent for Question Answering on Semi-Structured Data with Text and Relational Information. - Hansi Yang; Qi Zhang; Wei Jiang; Jianguo Li (CoRR, 2025)