Huayu Li - RankMe

123 papers A* 16A 6B 2C 4Misc 2Journal 72Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Blockchain-enabled dynamic formation control and reorganization for intelligent UAV swarms. Pervasive Mob. Comput. Huayu Li, Peiyan Li, Wei Zhang, Huiling Shi, Lizhuang Tan, Peiying Zhang
2026	J	`jnl`	Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design. CoRR Bojian Hou, Xiaolong Liu, Xiaoyi Liu, Jiaqi Xu, Yasmine Badr, Mengyue Hang, Sudhanshu Chanpuriya, Junqing Zhou, Yuhang Yang, Han Xu, Qiuling Suo, Laming Chen, Yuxi Hu, Jiasheng Zhang, Huaqing Xiong, Yuzhen Huang, Chao Chen, Yue Dong, Yi Yang, Shuo Chang, Xiaorui Gan, Wenlin Chen, Santanu Kolay, Darren Liu, Jade Nie, Chunzhi Yang, Ellie Wen, Jiyan Yang, Huayu Li
2026	J	`jnl`	MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features. IEEE J. Biomed. Health Informatics Huayu Li, Ana S. Carreon-Rascon, Xiwen Chen, Geng Yuan, Ao Li
2026	—	`conf`	Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding. EACL (Volume 1: Long Papers) Huayu Li, Zhengxiao He, Siyuan Tian, Jinghao Wen, Ao Li
2026	J	`jnl`	Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding. CoRR Huayu Li, Zhengxiao He, Siyuan Tian, Jinghao Wen, Ao Li
2026	—	`conf`	Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations. KDD (1) Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, ZeLiang Chen, Chengze Fan, Dong Liang, Qianru Li, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen
2026	A*	`conf`	Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation. WWW Xiao Lin, Zhicheng Tang, Weilin Cong, Mengyue Hang, Kai Wang, Yajuan Wang, Zhichen Zeng, Ting-Wei Li, Hyunsik Yoo, Zhining Liu, Xuying Ning, Ruizhong Qiu, Wen-Yen Chen, Shuo Chang, Rong Jin, Huayu Li, Hanghang Tong
2026	J	`jnl`	Modeling Batch Crystallization under Uncertainty Using Physics-informed Machine Learning. CoRR Dingqi Nai, Huayu Li, Martha Grover, Andrew J. Medford
2025	J	`jnl`	A multi-modal entity alignment method based on image enhancement and credibility iteration. Complex Intell. Syst. Huayu Li, Chi Zhang, Xinxin Chen, Cuicui Wang, Yang Yue
2025	J	`jnl`	Advances and Challenges in Multimodal Entity Linking: A Comprehensive Survey. Int. J. Softw. Eng. Knowl. Eng. Huayu Li, Xiaotong He, Yang Yue, Cuicui Wang
2025	J	`jnl`	Advancing physiological time series reconstruction and imputation via mixture of receptive fields and experts fusion. CoRR Ci Zhang, Huayu Li, Changdi Yang, Jiangnan Xia, Yanzhi Wang, Xiaolong Ma, Jin Lu, Ao Li, Geng Yuan
2025	J	`jnl`	C2AL: Cohort-Contrastive Auxiliary Learning for Large-scale Recommendation Systems. CoRR Mertcan Cokbas, Ziteng Liu, Zeyi Tao, Elder Veliz, Qin Huang, Ellie Wen, Huayu Li, Qiang Jin, Murat Duman, Benjamin Au, Guy Lebanon, Sagar Chordia, Chengkai Zhang
2025	J	`jnl`	Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis. CoRR Xiwen Chen, Peijie Qiu, Wenhui Zhu, Hao Wang, Huayu Li, Xuanzhao Dong, Xiaotong Sun, Xiaobing Yu, Yalin Wang, Abolfazl Razi, Aristeidis Sotiras
2025	J	`jnl`	DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models. CoRR Xiwen Chen, Wenhui Zhu, Peijie Qiu, Xuanzhao Dong, Hao Wang, Haiyu Wu, Huayu Li, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025	J	`jnl`	Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models. CoRR Huayu Li, Xiwen Chen, Ci Zhang, Stuart F. Quan, William D. S. Killgore, Shu-Fen Wung, Chen X. Chen, Geng Yuan, Jin Lu, Ao Li
2025	—	`conf`	External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. WWW (Companion Volume) Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li
2025	J	`jnl`	External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. CoRR Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Yinbin Ma, Shuaiwen Wang, Sihan Zeng, Tongyi Tang, Xiaohan Wei, Longhao Jin, Jamey Zhang, Marcus Chen, Jiayi Zhang, Angie Huang, Chi Zhang, Zhengli Zhao, Jared Yang, Qiang Jin, Xian Chen, Amit Anand Amlesahwaram, Lexi Song, Liang Luo, Yuchen Hao, Nan Xiao, Yavuz Yetim, Luoshang Pan, Gaoxiang Liu, Yuxi Hu, Yuzhen Huang, Jackie Xu, Rich Zhu, Xin Zhang, Yiqun Liu, Hang Yin, Yuxin Chen, Buyun Zhang, Xiaoyi Liu, Xingyuan Wang, Wenguang Mao, Zhijing Li, Qin Huang, Chonglin Sun, Shupin Mao, Benjamin Au, Jingzheng Qin, Peggy Yao, Jae-Woo Choi, Bin Gao, Ernest Wang, Lei Zhang, Wen-Yen Chen, Ted Lee, Jay Zha, Yi Meng, Alex Gong, Edison Gao, Alireza Vahdatpour, Yiping Han, Yantao Yao, Toshinari Kureha, Shuo Chang, Musharaf Sultan, John Bocharov, Sagar Chordia, Xiaorui Gan, Peng Sun, Rocky Liu, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li
2025	A*	`conf`	FIC-TSC: Learning Time Series Classification with Fisher Information Constraint. ICML Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
2025	J	`jnl`	FIC-TSC: Learning Time Series Classification with Fisher Information Constraint. CoRR Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
2025	A	`conf`	InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. CIKM Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Hang Yin, Xin Zhang, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang
2025	A	`conf`	LogicNet: A Logical Consistency Embedded Face Attribute Learning Network. WACV Haiyu Wu, Sicong Tian, Huayu Li, Kevin W. Bowyer
2025	J	`jnl`	Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations. CoRR Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, ZeLiang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen
2025	J	`jnl`	Mitigating cyber-intrusions in medical devices with agent-based self-healing. Int. J. Appl. Math. Comput. Sci. Ana S. Carreon-Rascon, Huayu Li, Jerzy W. Rozenblit, Wojciech Rafajlowicz
2025	J	`jnl`	Multi-Modal Entity Alignment Based on Enhanced Relationship Learning and Multi-Layer Feature Fusion. Symmetry Huayu Li, Yujie Hou, Jing Liu, Peiying Zhang, Cuicui Wang, Kai Liu
2025	J	`jnl`	Multi-Modal Pre-Synergistic Fusion Entity Alignment Based on Mutual Information Strategy Optimization. Comput. Mater. Continua Huayu Li, Xinxin Chen, Lizhuang Tan, Konstantin Kostromitin Igorevich, Athanasios V. Vasilakos, Peiying Zhang
2025	J	`jnl`	Multimodal Cardiovascular Risk Profiling Using Self-Supervised Learning of Polysomnography. CoRR Zhengxiao He, Huayu Li, Geng Yuan, William D. S. Killgore, Stuart F. Quan, Chen X. Chen, Ao Li
2025	J	`jnl`	NeuroHD-RA: Neural-distilled Hyperdimensional Model with Rhythm Alignment. CoRR Zhengxiao He, Jinghao Wen, Huayu Li, Siyuan Tian, Ao Li
2025	J	`jnl`	Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation. CoRR Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Haiyu Wu, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025	A	`conf`	RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. WACV Xiwen Chen, Huayu Li, Peijie Qiu, Wenhui Zhu, Rahul Amin, Abolfazl Razi
2025	J	`jnl`	Secure Communication and Dynamic Formation Control of Intelligent Drone Swarms Using Blockchain Technology. Inf. Huayu Li, Peiyan Li, Jing Liu, Peiying Zhang
2025	J	`jnl`	Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences. CoRR Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025	A*	`conf`	Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences. AAAI Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025	—	`conf`	Signal-Injection-Free Rotor Position Estimation for Robotic PMSM Drives Using Generalized Position Scalars. ROBIO Yangwei Zhou, Ziling Nie, Li Peng, Xudong Zou, Jun Sun, Lin Song, Huayu Li
2025	J	`jnl`	Smarter Together: Combining Large Language Models and Small Models for Physiological Signals Visual Inspection. J. Heal. Informatics Res. Huayu Li, Zhengxiao He, Xiwen Chen, Ci Zhang, Stuart F. Quan, William D. S. Killgore, Shu-Fen Wung, Chen X. Chen, Geng Yuan, Jin Lu, Ao Li
2025	—	`conf`	The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. ACL (1) Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025	J	`jnl`	The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. CoRR Huixue Zhou, Hengrui Gu, Xi Liu, Kaixiong Zhou, Mingfu Liang, Yongkang Xiao, Srinivas Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025	A*	`conf`	Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration. AAAI Zijian Wang, Bin Wang, Haifeng Jing, Huayu Li, Hongbo Dou
2024	J	`jnl`	A transformer-based diffusion probabilistic model for heart rate and blood pressure forecasting in Intensive Care Unit. Comput. Methods Programs Biomed. Ping Chang, Huayu Li, Stuart F. Quan, Shuyang Lu, Shu-Fen Wung, Janet Roveda, Ao Li
2024	—	`conf`	AutoML for Large Capacity Modeling of Meta's Ranking Systems. WWW (Companion Volume) Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen
2024	J	`jnl`	DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. IEEE J. Biomed. Health Informatics Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li
2024	J	`jnl`	ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System. CoRR Fang Zhou, Yaning Huang, Dong Liang, Dai Li, Zhongke Zhang, Kai Wang, Xiao Xin, Abdallah Aboelela, Zheliang Jiang, Yang Wang, Jeff Song, Wei Zhang, Chen Liang, Huayu Li, Chonglin Sun, Hang Yang, Lei Qu, Zhan Shu, Mindi Yuan, Emanuele Maccherani, Taha Hayat, John Guo, Varna Puvvada, Uladzimir Pashkevich
2024	J	`jnl`	Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance. CoRR Xiwen Chen, Hao Wang, Zhao Zhang, Zhenmin Li, Huayu Li, Tong Ye, Abolfazl Razi
2024	—	`conf`	Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis. SIGSPATIAL/GIS Xiwen Chen, Sayed Pedram Haeri Boroujeni, Xin Shu, Huayu Li, Abolfazl Razi
2024	J	`jnl`	Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis. CoRR Xiwen Chen, Sayed Pedram Haeri Boroujeni, Xin Shu, Huayu Li, Abolfazl Razi
2024	J	`jnl`	FLAME Diffuser: Grounded Wildfire Image Synthesis using Mask Guided Diffusion. CoRR Hao Wang, Sayed Pedram Haeri Boroujeni, Xiwen Chen, Ashish Bastola, Huayu Li, Abolfazl Razi
2024	B	`conf`	FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion. IEEE Big Data Hao Wang, Sayed Pedram Haeri Boroujeni, Xiwen Chen, Ashish Bastola, Huayu Li, Wenhui Zhu, Abolfazl Razi
2024	C	`conf`	Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data. IGARSS Huayu Li, Jie Zhang, Guangbo Ren, Fangming Guo, Jianbu Wang
2024	J	`jnl`	Graphical Method for Cross-Coupling Effect Online Suppression in Sensorless Predictive Direct Torque Controlled IPMSM Drives. IEEE Trans. Ind. Electron. Huayu Li, Wei Li, Jun Sun, Jie Xu, Sheng Ai, Ziling Nie, Lin Song
2024	J	`jnl`	InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. CoRR Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang
2024	J	`jnl`	Knowledge distillation under ideal joint classifier assumption. Neural Networks Huayu Li, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li
2024	—	`conf`	Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. WWW (Companion Volume) Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy
2024	A*	`conf`	TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. ICML Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2024	J	`jnl`	TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. CoRR Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2024	J	`jnl`	Video Multimodal Entity Linking via Multi-Perspective Enhanced Subgraph Contrastive Network. Int. J. Softw. Eng. Knowl. Eng. Huayu Li, Yang Yue, Xiaojun Man, Haiyang Li
2024	J	`jnl`	Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration. CoRR Zijian Wang, Bin Wang, Haifeng Jing, Huayu Li, Hongbo Dou
2023	J	`jnl`	AutoML for Large Capacity Modeling of Meta's Ranking Systems. CoRR Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen
2023	—	`conf`	Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023	J	`jnl`	Fast CU Partition Algorithm for Intra Frame Coding Based on Joint Texture Classification and CNN. Sensors Ting Wang, Geng Wei, Huayu Li, ThiOanh Bui, Qian Zeng, Ruliang Wang
2023	J	`jnl`	Knowledge Distillation Under Ideal Joint Classifier Assumption. CoRR Huayu Li, Xiwen Chen, Gregory Ditzler, Ping Chang, Janet Roveda, Ao Li
2023	J	`jnl`	Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference. CoRR Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi
2023	J	`jnl`	LogicNet: A Logical Consistency Embedded Face Attribute Learning Network. CoRR Haiyu Wu, Sicong Tian, Huayu Li, Kevin W. Bowyer
2023	J	`jnl`	MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features. CoRR Huayu Li, Ana S. Carreon-Rascon, Xiwen Chen, Geng Yuan, Ao Li
2023	J	`jnl`	PACOL: Poisoning Attacks Against Continual Learners. CoRR Huayu Li, Gregory Ditzler
2023	—	`conf`	Prediction of Spherical Equivalent with Vanilla ResNet. MMAC@MICCAI Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang
2023	J	`jnl`	RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. CoRR Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi
2023	J	`jnl`	Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. CoRR Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Min Li, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy
2023	J	`jnl`	TDSTF: Transformer-based Diffusion probabilistic model for Sparse Time series Forecasting. CoRR Ping Chang, Huayu Li, Stuart F. Quan, Janet Roveda, Ao Li
2022	—	`conf`	A Permanent Magnet Synchronous Machine Fault Diagnosis Method Using Electrical Signals Based on Image Processing Technique. SPA Zhaonan Jiao, Xiliang Zhang, Yuqi Sun, Xia Hua, Huayu Li
2022	J	`jnl`	Balanced single-shot object detection using cross-context attention-guided network. Pattern Recognit. Shuyu Miao, Shanshan Du, Rui Feng, Yuejie Zhang, Huayu Li, Tianbi Liu, Lin Zheng, Weiguo Fan
2022	J	`jnl`	DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction. CoRR Buyun Zhang, Liang Luo, Xi Liu, Jay Li, ZeLiang Chen, Weilin Zhang, Xiaohan Wei, Yuchen Hao, Michael Tsang, Wenjun Wang, Yang Liu, Huayu Li, Yasmine Badr, Jongsoo Park, Jiyan Yang, Dheevatsa Mudigere, Ellie Wen
2022	J	`jnl`	DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. CoRR Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li
2022	J	`jnl`	Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review. CoRR Abolfazl Razi, Xiwen Chen, Huayu Li, Brendan Russo, Yan Chen, Hongbin Yu
2022	A*	`conf`	Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. EMNLP Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu
2022	J	`jnl`	Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. CoRR Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu
2022	A*	`conf`	Software-hardware co-design for fast and scalable training of deep learning recommendation models. ISCA Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2022	B	`conf`	Targeted Data Poisoning Attacks Against Continual Learning Neural Networks. IJCNN Huayu Li, Gregory Ditzler
2022	J	`jnl`	Wetland Vegetation Classification through Multi-Dimensional Feature Time Series Remote Sensing Images Using Mahalanobis Distance-Based Dynamic Time Warping. Remote. Sens. Huayu Li, Jianhua Wan, Shanwei Liu, Hui Sheng, Mingming Xu
2021	J	`jnl`	A Geometrical Interpretation of Current Transient Responses to Predict Current Gradients for IPMSM Model Predictive Control. IEEE Trans. Ind. Electron. Huayu Li, Jordi Van Damme, Chenwei Ma, Jan A. Melkebeek, Frederik De Belie
2021	J	`jnl`	An Improved Model-Free Predictive Current Control With Advanced Current Gradient Updating Mechanism. IEEE Trans. Ind. Electron. Chenwei Ma, Huayu Li, Xuliang Yao, Zhenbin Zhang, Frederik De Belie
2021	—	`conf`	Boosting Belief Propagation for LDPC Codes with Deep Convolutional Neural Network Predictors. CCNC Xiwen Chen, Huayu Li, Junsuo Qu, Abolfazl Razi
2021	J	`jnl`	Change Detection Method of High Resolution Remote Sensing Image Based on D-S Evidence Theory Feature Fusion. IEEE Access Jixiang Zhao, Shanwei Liu, Jianhua Wan, Muhammad Yasir, Huayu Li
2021	J	`jnl`	Computing Co-Location Patterns in Spatial Data with Extended Objects: A Scalable Buffer-Based Approach. IEEE Trans. Knowl. Data Eng. Yong Ge, Zijun Yao, Huayu Li
2021	C	`conf`	Drought Monitoring Method based on Multiscale Remote Sensing Data Fusion. IGARSS Huayu Li, Jianhua Wan, Shanwei Liu, Jixiang Zhao
2021	J	`jnl`	High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. CoRR Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021	J	`jnl`	Image Registration Technique to Improve a Self-Sensing Estimation for Model Predictive Controlled Interior PMSM Drives. IEEE Trans. Ind. Electron. Huayu Li, Ziling Nie, Frederik De Belie
2021	J	`jnl`	Route Recommendations for Intelligent Transportation Services. IEEE Trans. Knowl. Data Eng. Yong Ge, Huayu Li, Alexander Tuzhilin
2021	—	`conf`	Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention. ICIG (3) Huayu Li, Haiyu Wu, Xiwen Chen, Hao Wang, Abolfazl Razi
2020	A	`conf`	DG-FPN: Learning Dynamic Feature Fusion Based on Graph Convolution Network For Object Detection. ICME Huayu Li, Shuyu Miao, Rui Feng
2020	J	`jnl`	Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning. CoRR Huayu Li, Xiwen Chen, Haiyu Wu, Zaoyi Chi, Christopher Mann, Abolfazl Razi
2020	J	`jnl`	Deep DIH: Single-Shot Digital In-Line Holography Reconstruction by Deep Learning. IEEE Access Huayu Li, Xiwen Chen, Zaoyi Chi, Christopher Mann, Abolfazl Razi
2020	J	`jnl`	Deep-learning-based extraction of the animal migration patterns from weather radar images. Sci. China Inf. Sci. Kai Cui, Cheng Hu, Rui Wang, Yi Sui, Huafeng Mao, Huayu Li
2020	J	`jnl`	Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention. CoRR Huayu Li, Haiyu Wu, Xiwen Chen, Hanning Zhang, Abolfazl Razi
2020	Misc	`conf`	Transfer Learning for Wildfire Identification in UAV Imagery. CISS Haiyu Wu, Huayu Li, Alireza Shamsoshoara, Abolfazl Razi, Fatemeh Afghah
2019	—	`conf`	Cascade Evolving Network for Vehicle Detection of Highway. ICMLT Xuan Cai, Huayu Li, Li Wang
2019	J	`jnl`	Channel Locality Block: A Variant of Squeeze-and-Excitation. CoRR Huayu Li
2019	J	`jnl`	Channel Modeling for Future High-Speed Railway Communication Systems: A Survey. IEEE Access Tao Zhou, Huayu Li, Yang Wang, Liu Liu, Cheng Tao
2019	Misc	`conf`	MEDA: Multi-output Encoder-Decoder for Spatial Attention in Convolutional Neural Networks. ACSSC Huayu Li, Abolfazl Razi
2019	—	`conf`	Reference Voltage Vector Based Model Predictive Torque Control with RMS Solution for PMSM. ISIE Chenwei Ma, Xuliang Yao, Huayu Li, Frederik De Belie
2019	J	`jnl`	Simulation and Analysis of Propagation Characteristics for Tunnel Train-Ground Communications at 1.4 and 40 GHz. IEEE Access Tao Zhou, Huayu Li, Rongchen Sun, Yang Wang, Liu Liu, Cheng Tao
2019	—	`conf`	Wireless Channel Pattern Recognition Using k-Nearest Neighbor Algorithm for High-Speed Railway. ChinaCom (1) Lei Xiong, Huayu Li, Zhengyu Zhang, Bo Ai, Pei Tang
2018	J	`jnl`	Cognitive Consistency Routing Algorithm of Capsule-network. CoRR Huayu Li
2018	J	`jnl`	Detecting global and local topics via mining twitter data. Neurocomputing Huan Liu, Yong Ge, Qinghua Zheng, Rongcheng Lin, Huayu Li
2017	A*	`conf`	A Context-aware Attention Network for Interactive Question Answering. KDD Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav
2017	A*	`conf`	Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach. IJCAI Huayu Li, Yong Ge, Defu Lian, Hao Liu
2017	A*	`conf`	Prospecting the Career Development of Talents: A Survival Analysis Perspective. KDD Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao
2017	A*	`conf`	Tracking the Dynamics in Crowdfunding. KDD Hongke Zhao, Hefu Zhang, Yong Ge, Qi Liu, Enhong Chen, Huayu Li, Le Wu
2016	J	`jnl`	A Context-aware Attention Network for Interactive Question Answering. CoRR Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav
2016	A*	`conf`	A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback. IJCAI Huayu Li, Richang Hong, Defu Lian, Zhiang Wu, Meng Wang, Yong Ge
2016	A	`conf`	A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation. SDM Huayu Li, Richang Hong, Zhiang Wu, Yong Ge
2016	A*	`conf`	Point-of-Interest Recommendations: Learning Potential Check-ins from Friends. KDD Huayu Li, Yong Ge, Richang Hong, Hengshu Zhu
2016	—	`conf`	μ-analysis and synthesis method for single-phase medium frequency power supply. ISIE Yinfeng Zhang, Ziling Nie, Junjie Zhu, Huayu Li
2015	A*	`conf`	Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews. ICDM Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge
2015	A	`conf`	Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. SDM Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge
2015	A*	`conf`	Point-of-Interest Recommender Systems: A Separate-Space Perspective. ICDM Huayu Li, Richang Hong, Shiai Zhu, Yong Ge
2015	A*	`conf`	Regularizing Flat Latent Variables with Hierarchical Structures. IJCAI Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge
2015	J	`jnl`	基于混沌万有引力搜索算法的SVM参数优化及应用 (Parameter Optimization and Application of SVM Based on Chaos Gravitational Search Algorithm). 计算机科学 An Gong, Qian Lv, Changjun Hu, Zhong-Jian Kang, Huayu Li
2011	—	`conf`	A Method of Building Domain Knowledge Base from XML Based on Semantic Views. SKG Huayu Li, Jiuyun Xu
2011	—	`conf`	A Method of Building Virtual Datacenter Based on Semantic Views. ICEBE Huayu Li, Chunping Ouyang
2010	—	`conf`	Alert Monitoring Cloud: Psychological Health Analysis of Web Text in Cloud. ChinaGrid Yu Weng, Changjun Hu, Xiaoming Zhang, Huayu Li
2009	J	`jnl`	Semantic Query on Materials Data Based on Mapping MatML to an OWL Ontology. Data Sci. J. Xiaoming Zhang, Changjun Hu, Huayu Li
2008	C	`conf`	A Framework of Web Services Description and Discovery Based on OWL-S and Domain Ontology. APSCC Changjun Hu, Huayu Li, Xiaoming Zhang
2008	C	`conf`	A Service-Oriented Modeling Technique for Domain-Specific Software. APSCC Changjun Hu, Feng Jiao, Chongchong Zhao, Huayu Li
2008	—	`conf`	Research and Implementation of Domain-Specific Ontology Building from Relational Database. ChinaGrid Changjun Hu, Huayu Li, Xiaoming Zhang, Chongchong Zhao