Haoyang Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 54

Top Topics

Combinatorial Optimization

Text Generation

Gene Expression

Top Venues

IEEE Trans. Smart Grid

Publications

Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models. ICLR (2024)
Hongyu Liu, Haoyang Liu, Yufei Kuang, Jie Wang, Bin Li
Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential Heuristics. CoRR (2024)
Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang
QUIZ: An arbitrary volumetric point matching method for medical image registration. Comput. Medical Imaging Graph. 112 (2024)
Huanshuo Dong, Hong Wang, Haoyang Liu, Jian Luo, Jie Wang
Accelerating PDE Data Generation via Differential Operator Action in Solution Space. CoRR (2024)
Yufei Kuang, Jie Wang, Haoyang Liu, Fangzhou Zhu, Xijun Li, Jia Zeng, Jianye Hao, Bin Li, Feng Wu
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework. ICLR (2024)
Xijun Li, Fangzhou Zhu, Hui-Ling Zhen, Weilin Luo, Meng Lu, Yimin Huang, Zhenan Fan, Zirui Zhou, Yufei Kuang, Zhihai Wang, Zijie Geng, Yang Li, Haoyang Liu, Zhiwu An, Muming Yang, Jianshu Li, Jie Wang, Junchi Yan, Defeng Sun, Tao Zhong, Yong Zhang, Jia Zeng, Mingxuan Yuan, Jianye Hao, Jun Yao, Kun Mao
Machine Learning Insides OptVerse AI Solver: Design Principles and Applications. CoRR (2024)
Hongyu Liu, Haoyang Liu, Yufei Kuang, Jie Wang, Bin Li
Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential Heuristics. GECCO Companion (2024)
Haoyang Liu, Haohan Wang
GenoTEX: A Benchmark for Evaluating LLM-Based Exploration of Gene Expression Data in Alignment with Bioinformaticians. CoRR (2024)
Haoyang Liu, Yijiang Li, Jinglin Jian, Yuxuan Cheng, Jianrong Lu, Shuyi Guo, Jinglei Zhu, Mianchen Zhang, Miantong Zhang, Haohan Wang
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data. CoRR (2024)
Haoyang Liu, Wenchao Yang, Gang Wang, Yikun Zou, Donglai Zhao
Intelligent Reflecting Surface-Assisted Caching Cellular Network in an Urban Environment: Access Strategy and Success Probability Analysis. IEEE Commun. Lett. 28 (6) (2024)
Eric Xue, Yijiang Li, Haoyang Liu, Yifan Shen, Haohan Wang
Towards Adversarially Robust Dataset Distillation by Curvature Regularization. CoRR (2024)
Haoyang Liu, Aditya Singh, Yijiang Li, Haohan Wang
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers. CoRR (2024)
Haoyang Liu, Chuanlin He, Yanting Yu, Yiqi Bai, Yufei Han
Image Super Resolution-Based Channel Estimation for Orthogonal Chirp Division Multiplexing on Shallow Water Underwater Acoustic Communications. Sensors 24 (9) (2024)
Haoyang Liu
Emotion Detection through Body Gesture and Face. CoRR (2024)
Yaojin Lin, Haoyang Liu, Hong Zhao, Qinghua Hu, Xingquan Zhu, Xindong Wu
Hierarchical Feature Selection Based on Label Distribution Learning. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Haoyang Liu, Yaojin Lin, Chenxi Wang, Lei Guo, Jinkun Chen
Semantic-gap-oriented feature selection in hierarchical classification learning. Inf. Sci. 642 (2023)
Haoyang Liu, Yufei Kuang, Jie Wang, Xijun Li, Yongdong Zhang, Feng Wu
Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation. CoRR (2023)
Haoyang Liu, Maheep Chaudhary, Haohan Wang
Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives. CoRR (2023)
Liwei Zhang, Haoyang Liu, Xiantao Xiao
Regrets of proximal method of multipliers for online non-convex optimization with long term constraints. J. Glob. Optim. 85 (1) (2023)
Mini Han Wang, Yang Yu, Zhiyuan Lin, Peijin Zeng, Haoyang Liu, Yunxiao Liu, Wenhan Hu, Xiaoxiao Fang, Xudong Jiang, Guangshun Chen, Guanghui Hou, Kelvin Kl Chong, Xiangrong Yu
Optimizing Real-Time Trichiasis Object Detection: A Comparative Analysis of YOLOv5 and YOLOv8 Performance Metrics. ICSAI (2023)
Yifei Wang, Kangkang Deng, Haoyang Liu, Zaiwen Wen
A Decomposition Augmented Lagrangian Method for Low-Rank Semidefinite Programming. SIAM J. Optim. 33 (3) (2023)
Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models. CoRR (2023)
Tong Zhang, Haoyang Liu, Peiyan Zhang, Yuxuan Cheng, Haohan Wang
Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models. CoRR (2023)
Qijie Chen, Haotong Sun, Haoyang Liu, Yinghui Jiang, Ting Ran, Xurui Jin, Xianglu Xiao, Zhimin Lin, Hongming Chen, Zhangming Niu
An extensive benchmark study on biomedical text generation and mining with ChatGPT. Bioinform. 39 (9) (2023)
Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang
QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration. CoRR (2023)
Haoyang Liu, Yang Zhang, Ruitong Lin, Dongjie Li, Yipeng Li
A Novel Mobile 3D Printing Robot Incorporating a Planar Five-bar Mechanism. ROBIO (2023)
Haoyang Liu, Tiancheng Xing, Luwei Li, Vibhu Dalal, Jingrui He, Haohan Wang
Dataset Distillation via the Wasserstein Metric. CoRR (2023)
Haoming Liu, Kangkang Deng, Haoyang Liu, Zaiwen Wen
An Entropy-Regularized ADMM For Binary Quadratic Programming. J. Glob. Optim. 87 (2) (2023)
Hao Ma, Zaiyue Yang, Haoyang Liu
Fine-Grained Unsupervised Temporal Action Segmentation and Distributed Representation for Skeleton-Based Human Motion Analysis. IEEE Trans. Cybern. 52 (12) (2022)
Long Zhang, Lijuan Zhao, Chaobing Wang, Qian Xiao, Haoyang Liu, Hao Zhang, Yanqing Hu
Multiple Enhanced Sparse Representation via IACMDSR Model for Bearing Compound Fault Diagnosis. Sensors 22 (17) (2022)
Zhenyu Shuai, Anqi Dong, Haoyang Liu, Yixiong Cui
Reliability and Validity of an Inertial Measurement System to Quantify Lower Extremity Joint Angle in Functional Movements. Sensors 22 (3) (2022)
Long Zhang, Hao Zhang, Qian Xiao, Lijuan Zhao, Yanqing Hu, Haoyang Liu, Yu Qiao
Numerical Model Driving Multi-Domain Information Transfer Method for Bearing Fault Diagnosis. Sensors 22 (24) (2022)
Tao Liu, Shuangyan He, Haoyang Liu, Yanzhen Gu, Peiliang Li
A Robust Underwater Multiclass Fish-School Tracking Algorithm. Remote. Sens. 14 (16) (2022)
Haoyang Liu, Tao Liu, Yanzhen Gu, Peiliang Li, Fangguo Zhai, Hui Huang, Shuangyan He
A high-density fish school segmentation framework for biomass statistics in a deep-sea cage. Ecol. Informatics 64 (2021)
Donglai Zhao, Gang Wang, Haoyang Liu, Ruoyu Zhang
Coverage Probability and Area Spectral Efficiency Analysis of Multi-Antenna Ultra-Dense Networks over Nakagami-$m$ Fading Channels. IWCMC (2021)
Haoyang Liu, Maria Janina Sarol, Halil Kilicoglu
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions. SemEval@ACL/IJCNLP (2021)
Tao Liu, Peiliang Li, Haoyang Liu, Xiwen Deng, Hui Liu, Fangguo Zhai
Multi-class fish stock statistics technology based on object classification and tracking algorithm. Ecol. Informatics 63 (2021)
Zhaolong Zheng, Hao Ma, Weichao Yan, Haoyang Liu, Zaiyue Yang
Training Data Selection and Optimal Sensor Placement for Deep-Learning-Based Sparse Inertial Sensor Human Posture Reconstruction. Entropy 23 (5) (2021)
Haoyang Liu, Maria Janina Sarol, Halil Kilicoglu
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions. CoRR (2021)
Bruce Wallace, Julien Larivière-Chartier, Haoyang Liu, Tom Sloan, Rafik Goubran, Frank Knoefel
Frequency Response of a Novel IR Based Pressure Sensitive Mat for Well-being Assessment. BIBE (2020)
Zhenwei Guo, Shibo Chen, Haoyang Liu, Qinmin Yang, Zaiyue Yang
A Fast Algorithm for Optimal Power Scheduling of Large-Scale Appliances With Temporally Spatially Coupled Constraints. IEEE Trans. Smart Grid 11 (2) (2020)
Hilda Azimi, Haoyang Liu, Martin Bilodeau, Bruce Wallace, Martin Bouchard, Rafik Goubran, Frank Knoefel
Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. MeMeA (2020)
Yongfeng Li, Haoyang Liu, Zaiwen Wen, Ya-Xiang Yuan
Low-Rank Matrix Iteration Using Polynomial-Filtered Subspace Extraction. SIAM J. Sci. Comput. 42 (3) (2020)
Jun Sun, Minghua Chen, Haoyang Liu, Qinmin Yang, Zaiyue Yang
Workload Transfer Strategy of Urban Neighboring Data Centers With Market Power in Local Electricity Market. IEEE Trans. Smart Grid 11 (4) (2020)
Xin Li, Haoyang Liu, Xu Zhao, Guigang Zhang, Chunxiao Xing
Automatic approach for constructing a knowledge graph of knee osteoarthritis in Chinese. Health Inf. Sci. Syst. 8 (1) (2020)
Wooseok Ha, Haoyang Liu, Rina Foygel Barber
An Equivalence between Critical Points for Rank Constraints Versus Low-Rank Factorizations. SIAM J. Optim. 30 (4) (2020)
Dian Shen, Haoyang Liu, Rui Wang, Fang Dong, Fucun Li
ParaGraph: Subgraph-Level Network Function Composition With Delay Balanced Parallelism. IEEE Access 8 (2020)
Lingjia Huang, Hao Ma, Weichao Yan, Wuda Liu, Haoyang Liu, Zaiyue Yang
Sports Motion Recognition based on Foot Trajectory State Sequence Mapping. IJCNN (2019)
R. Bruce Wallace, Haoyang Liu, Rafik A. Goubran, Martin Bilodeau, Frank Knoefel
Streaming Pressure Sensor Data for Cloud Processing. MeMeA (2019)
Xiaoyu Zhang, Xin Li, Haoyang Liu, Guigang Zhang, Chunxiao Xing
Can Heart Rate Variability Parameters Be a Biomarker for Predicting Motor Function Prognosis in Patients with Chronic Stroke? HIS (2019)
Hao Ma, Weichao Yan, Zaiyue Yang, Haoyang Liu
Real-Time Foot-Ground Contact Detection for Inertial Motion Capture Based on an Adaptive Weighted Naive Bayes Model. IEEE Access 7 (2019)
Haoyang Liu
Exact high-dimensional asymptotics for support vector machine. CoRR (2019)
Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. SIAM J. Sci. Comput. 40 (5) (2018)
Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. CoRR (2017)
Haoyang Liu, Keqin Liu, Qing Zhao
Learning in a Changing World: Restless Multiarmed Bandit With Unknown Dynamics. IEEE Trans. Inf. Theory 59 (3) (2013)
Haoyang Liu, Keqin Liu, Qing Zhao
Learning and sharing in a changing world: Non-Bayesian restless bandit with multiple players. ITA (2011)
Haoyang Liu, Keqin Liu, Qing Zhao
Decentralized Restless Bandit with Multiple Players and Unknown Dynamics CoRR (2011)
Haoyang Liu, Keqin Liu, Qing Zhao
Logarithmic weak regret of non-Bayesian restless multi-armed bandit. ICASSP (2011)
Haoyang Liu, Keqin Liu, Qing Zhao
Learning in A Changing World: Non-Bayesian Restless Multi-Armed Bandit CoRR (2010)
Deyun Chen, Mouzun Li, Haoyang Liu
Simulation and parameter optimizing of multi-electrode capacitive transducers based on finite element method. Color Imaging: Processing, Hardcopy, and Applications (2006)