Zhang, Hongyu

20 publications

AAAI 2025 BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang

ICML 2025 Can Large Language Models Understand Intermediate Representations in Compilers? Hailong Jiang, Jianfeng Zhu, Yao Wan, Bo Fang, Hongyu Zhang, Ruoming Jin, Qiang Guan

ICML 2025 Dataflow-Guided Neuro-Symbolic Language Models for Type Inference Gen Li, Yao Wan, Hongyu Zhang, Zhou Zhao, Wenbin Jiang, Xuanhua Shi, Hai Jin, Zheng Wang

ICML 2025 LLMScan: Causal Scan for LLM Misbehavior Detection Mengdi Zhang, Goh Kai Kiat, Peixin Zhang, Jun Sun, Lin Xin Rose, Hongyu Zhang

IJCAI 2025 ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection Cunhang Fan, Xiaoke Yang, Hongyu Zhang, Ying Chen, Lu Li, Jian Zhou, Zhao Lv

IJCAI 2025 MHANet: Multi-Scale Hybrid Attention Network for Auditory Attention Detection Lu Li, Cunhang Fan, Hongyu Zhang, Jingjing Zhang, Xiaoke Yang, Jian Zhou, Zhao Lv

NeurIPS 2025 MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang

IJCAI 2025 MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction Zishan Shu, Yufan Deng, Hongyu Zhang, Zhiwei Nie, Jie Chen

NeurIPS 2024 DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection Sheng Yan, Cunhang Fan, Hongyu Zhang, Xiaoke Yang, Jianhua Tao, Zhao Lv

IJCAI 2024 DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection Qinke Ni, Hongyu Zhang, Cunhang Fan, Shengbing Pei, Chang Zhou, Zhao Lv

ECML-PKDD 2024 FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing Feng, Qing Liao

IJCAI 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang

TMLR 2024 High-Dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang

NeurIPS 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng

AAAI 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems Chuan Luo, Bo Qiao, Wenqian Xing, Xin Chen, Pu Zhao, Chao Du, Randolph Yao, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin

AAAI 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector Chuan Luo, Pu Zhao, Chen Chen, Bo Qiao, Chao Du, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin

IJCAI 2020 Intelligent Virtual Machine Provisioning in Cloud Computing Chuan Luo, Bo Qiao, Xin Chen, Pu Zhao, Randolph Yao, Hongyu Zhang, Wei Wu, Andrew Zhou, Qingwei Lin

IJCAI 2019 Local Search with Efficient Automatic Configuration for Minimum Vertex Cover Chuan Luo, Holger H. Hoos, Shaowei Cai, Qingwei Lin, Hongyu Zhang, Dongmei Zhang

IJCAI 2017 DeepAM: Migrate APIs with Multi-Modal Sequence to Sequence Learning Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim

AAAI 2017 Neural Programming by Example Chengxun Shu, Hongyu Zhang