Hansi Yang - RankMe

28 papers A* 8A 2Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-agent reinforcement learning-enhanced decision-making of crew agents in floor construction processes. Adv. Eng. Informatics Bin Yang, Boda Liu, Yilong Han, Xin Meng, Yifan Wang, Hansi Yang, Jianzhuang Xia
2026	J	`jnl`	Robust heterogeneous network representation learning by multifaceted curriculum training. Neural Networks Zhen Hao Wong, Hansi Yang, Quanming Yao, Yaqing Wang
2026	J	`jnl`	ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training. CoRR Dunwei Tu, Hongyan Hao, Hansi Yang, Yihao Chen, Yi-Kai Zhang, Zhikang Xia, Yu Yang, Yueqing Sun, Xingchen Liu, Furao Shen, Qi Gu, Hui Su, Xunliang Cai
2025	J	`jnl`	Corrupted but Not Broken: Rethinking the Impact of Corrupted Data in Visual Instruction Tuning. CoRR Yunhao Gou, Hansi Yang, Zhili Liu, Kai Chen, Yihan Zeng, Lanqing Hong, Zhenguo Li, Qun Liu, James T. Kwok, Yu Zhang
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	A*	`conf`	Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization. ICLR Hansi Yang, James T. Kwok
2025	J	`jnl`	PASemiQA: Plan-Assisted Agent for Question Answering on Semi-Structured Data with Text and Relational Information. CoRR Hansi Yang, Qi Zhang, Wei Jiang, Jianguo Li
2025	J	`jnl`	Topology-aware tensor decomposition for meta-graph learning. CAAI Trans. Intell. Technol. Hansi Yang, Quanming Yao
2024	J	`jnl`	Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning. CoRR Hansi Yang, James T. Kwok
2024	J	`jnl`	Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks. CoRR Zhen Hao Wong, Hansi Yang, Xiaoyi Fu, Quanming Yao
2024	J	`jnl`	Mixup Augmentation with Multiple Interpolations. CoRR Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok
2024	J	`jnl`	Multiagent Reinforcement Learning Enhanced Decision-making of Crew Agents During Floor Construction Process. CoRR Bin Yang, Boda Liu, Yilong Han, Xin Meng, Yifan Wang, Hansi Yang, Jianzhuang Xia
2024	J	`jnl`	Searching to Exploit Memorization Effect in Deep Learning With Noisy Labels. IEEE Trans. Pattern Anal. Mach. Intell. Hansi Yang, Quanming Yao, Bo Han, James T. Kwok
2023	A*	`conf`	An Adaptive Policy to Employ Sharpness-Aware Minimization. ICLR Weisen Jiang, Hansi Yang, Yu Zhang, James T. Kwok
2023	J	`jnl`	An Adaptive Policy to Employ Sharpness-Aware Minimization. CoRR Weisen Jiang, Hansi Yang, Yu Zhang, James T. Kwok
2023	A*	`conf`	Efficient Hyper-parameter Optimization with Cubic Regularization. NeurIPS Zhenqian Shen, Hansi Yang, Yong Li, James T. Kwok, Quanming Yao
2023	A*	`conf`	Leveraging per Image-Token Consistency for Vision-Language Pre-training. CVPR Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang
2023	A	`conf`	Positive-Unlabeled Node Classification with Structure-aware Graph Learning. CIKM Hansi Yang, Yongqi Zhang, Quanming Yao, James T. Kwok
2023	J	`jnl`	Positive-Unlabeled Node Classification with Structure-aware Graph Learning. CoRR Hansi Yang, Yongqi Zhang, Quanming Yao, James T. Kwok
2022	J	`jnl`	AutoWeird: Weird Translational Scoring Function Identified by Random Search. CoRR Hansi Yang, Yongqi Zhang, Quanming Yao
2022	J	`jnl`	Efficient Low-Rank Semidefinite Programming With Robust Loss Functions. IEEE Trans. Pattern Anal. Mach. Intell. Quanming Yao, Hansi Yang, En-Liang Hu, James T. Kwok
2022	A*	`conf`	Efficient Variance Reduction for Meta-learning. ICML Hansi Yang, James T. Kwok
2022	J	`jnl`	Leveraging per Image-Token Consistency for Vision-Language Pre-training. CoRR Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang
2021	J	`jnl`	Tensorizing Subgraph Search in the Supernet. CoRR Hansi Yang, Quanming Yao, James T. Kwok
2020	A*	`conf`	Searching to Exploit Memorization Effect in Learning with Noisy Labels. ICML Quanming Yao, Hansi Yang, Bo Han, Gang Niu, James Tin-Yau Kwok
2019	A	`conf`	Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks. INTERSPEECH Hansi Yang, Wei-Qiang Zhang
2019	J	`jnl`	Searching to Exploit Memorization Effect in Learning from Corrupted Labels. CoRR Hansi Yang, Quanming Yao, Bo Han, Gang Niu