PINNsAgent: Automated PDE Surrogation with Large Language Models

Authors: Wuwu, Qingpo, Gao, Chonghan, Chen, Tianyu, Huang, Yihang, Zhang, Yuekai, Wang, Jianing, Li, Jianxin, Zhou, Haoyi, Zhang, Shanghang

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2501.12053

Physics-inspired Machine Learning for Quantum Error Mitigation

Authors: Xu, Xiao-Yue, Xue, Xin, Chen, Tianyu, Ding, Chen, Li, Tian, Zhou, Haoyi, Huang, He-Liang, Bao, Wan-Su

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2501.04558

CLDG: Contrastive Learning on Dynamic Graphs

Authors: Xu, Yiming, Shi, Bin, Ma, Teng, Dong, Bo, Zhou, Haoyi, Zheng, Qinghua

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.14451

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning

Authors: Dong, Pusen, Zhu, Tianchen, Qiu, Yue, Zhou, Haoyi, Li, Jianxin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.08920

Observation of Young's double-slit phenomenon in anti-PT-symmetric electrical circuits

Authors: Pan, Keyu, Wang, Xiumei, Shen, Xizhou, Zhou, Haoyi, Zhou, Xingping

Subject Terms: Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2404.11084

BadRes: Reveal the Backdoors Through Residual Connection

Authors: He, Mingrui, Chen, Tianyu, Zhou, Haoyi, Zhang, Shanghang, Li, Jianxin

Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Building Flexible Machine Learning Models for Scientific Computing at Scale

Authors: Chen, Tianyu, Zhou, Haoyi, Li, Ying, Wang, Hao, Gao, Chonghan, Shi, Rongye, Zhang, Shanghang, Li, Jianxin

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.16014

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization

Authors: Yuan, Ziqi, Zhou, Haoyi, Chen, Tianyu, Li, Jianxin

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2401.10547

AIQoSer: Building the efficient Inference-QoS for AI Services

Authors: Li, Jianxin, Zhu, Tianchen, Zhou, Haoyi, Sun, Qingyun, Jiang, Chunyang, Zhang, Shuai, Hu, Chunming

Source: 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS) Quality of Service (IWQoS), 2022 IEEE/ACM 30th International Symposium on. :1-10 Jun, 2022

Relation: 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS)

Learning Music Sequence Representation From Text Supervision

Authors: Chen, Tianyu, Xie, Yuan, Zhang, Shuai, Huang, Shaohan, Zhou, Haoyi, Li, Jianxin

Source: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2022 - 2022 IEEE International Conference on. :4583-4587 May, 2022

Relation: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series

Authors: Zhang, Shuai, Li, Jianxin, Zhou, Haoyi, Zhu, Qishan, Zhang, Shanghang, Wang, Danding

Source: 2021 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2021 IEEE International Conference on. :1481-1486 Dec, 2021

Relation: 2021 IEEE International Conference on Data Mining (ICDM)

BadRes: Reveal the Backdoors through Residual Connection

Authors: He, Mingrui, Chen, Tianyu, Zhou, Haoyi, Zhang, Shanghang, Li, Jianxin

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2209.07125

HiViT: Hierarchical attention-based Transformer for multi-scale whole slide histopathological image classification

Authors: Yu, Jinze ^{a, b}, Li, Shuo ^{a, b}, Tan, Luxin ^d, Zhou, Haoyi ^{a, c}, Li, Zhongwu ^d, Li, Jianxin ^{a, b, ⁎}

Source: In Expert Systems With Applications 5 June 2025 277

Task-Specific Expert Pruning for Sparse Mixture-of-Experts

Authors: Chen, Tianyu, Huang, Shaohan, Xie, Yuan, Jiao, Binxing, Jiang, Daxin, Zhou, Haoyi, Li, Jianxin, Wei, Furu

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2206.00277

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Authors: Chen, Tianyu, Bao, Hangbo, Huang, Shaohan, Dong, Li, Jiao, Binxing, Jiang, Daxin, Zhou, Haoyi, Li, Jianxin, Wei, Furu

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2206.00216

MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer

Authors: Yu, Jinze, Liu, Jiaming, Wei, Xiaobao, Zhou, Haoyi, Nakata, Yohei, Gudovskiy, Denis, Okuno, Tomoyuki, Li, Jianxin, Keutzer, Kurt, Zhang, Shanghang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2205.01643

RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models

Authors: Guo, Xin, Yang, Jianlei, Zhou, Haoyi, Ye, Xucheng, Li, Jianxin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2106.03613

Classification of Reservoir Fracture Development Level by Convolution Neural Network Algorithm

Authors: Wu, Zhengyang, Mo, Xiuwen, Zhou, Haoyi, Liu, Lipan, Li, Jinfeng

Source: 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2018 14th International Conference on. :243-250 Jul, 2018

Relation: 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

A Time-Sensitive Hybrid Learning Model for Patient Subgrouping

Authors: Zhang, Yingchun, Zhou, Haoyi, Li, Jianxin, Sun, Wanlu, Chen, Yahong

Source: 2018 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2018 International Joint Conference on. :1-8 Jul, 2018

Relation: 2018 International Joint Conference on Neural Networks (IJCNN)

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Authors: Zhou, Haoyi, Zhang, Shanghang, Peng, Jieqi, Zhang, Shuai, Li, Jianxin, Xiong, Hui, Zhang, Wancai

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2012.07436