Huayu Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
42
Venues
22
Active years
2008–2026
Best venue rank
A*
Where they publish
- A*KDD5 papers
- A*WWW4 papers
- A*ACL3 papers
- AWACV3 papers
- A*IJCAI3 papers
- A*AAAI2 papers
- A*ICML2 papers
- CIGARSS2 papers
- AMICCAI2 papers
- ASDM2 papers
- A*ICDM2 papers
- CAPSCC2 papers
- AEACL1 paper
- A*SIGIR1 paper
- ACIKM1 paper
- A*ICCV1 paper
- A*EMNLP1 paper
- BIJCNN1 paper
- A*ISCA1 paper
- NationalICIG1 paper
- NationalCISS1 paper
- NationalACSSC1 paper
Papers
42 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Xuanzhao Dong, Hao Wang, Haiyu Wu, Huayu Li, Aris Sotiras, Yalin Wang, Abolfazl Razi |
| 2026 | ACL | ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation. | Yihua Zhang, Mingfu Liang, Jiyan Yang, Rong Jin, Wen-Yen Chen, Yiping Han, Huayu Li, Buyun Zhang, Liang Luo, Luke Simon, Sijia Liu, Tianlong Chen, Xi Liu |
| 2026 | EACL | Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding. | Huayu Li, Zhengxiao He, Siyuan Tian, Jinghao Wen, Ao Li |
| 2026 | KDD | Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations. | 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 | WWW | Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation. | 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 | SIGIR | SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling. | Zikun Liu, Liang Luo, Qianru Li, Zhengyu Zhang, Wei Ling, Jingyi Shen, Zeliang Chen, Yaning Huang, Jingxian Huang, Abdallah Aboelela, Chonglin Sun, Feifan Gu, Fenggang Wu, Hang Qu, Huayu Li, Jill Pan, Kaidi Pei, Laming Chen, Longhao Jin, Qin Huang, Tongyi Tang, Varna Puvvada, Wenlin Chen, Xiaohan Wei, Xu Cao, Yantao Yao, Yuan Jin, Yunchen Pu, Yuxin Chen, Zijian Shen, Zhengkai Zhang, Dong Liang, Ellie Wen |
| 2026 | WACV | Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Haiyu Wu, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2025 | AAAI | Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2025 | AAAI | Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration. | Zijian Wang, Bin Wang, Haifeng Jing, Huayu Li, Hongbo Dou |
| 2025 | ACL | The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. | 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 | CIKM | InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. | 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 | ICCV | Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Hao Wang, Huayu Li, Xuanzhao Dong, Xiaotong Sun, Xiaobing Yu, Yalin Wang, Abolfazl Razi, Aristeidis Sotiras |
| 2025 | ICML | FIC-TSC: Learning Time Series Classification with Fisher Information Constraint. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi |
| 2025 | WWW | External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. | 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 | WACV | RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. | Xiwen Chen, Huayu Li, Peijie Qiu, Wenhui Zhu, Rahul Amin, Abolfazl Razi |
| 2025 | WACV | LogicNet: A Logical Consistency Embedded Face Attribute Learning Network. | Haiyu Wu, Sicong Tian, Huayu Li, Kevin W. Bowyer |
| 2024 | ICML | TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2024 | IGARSS | Fine-Scale Classification of Wetland in the Yellow River Estuary based on UAV Hyperspectral Data. | Huayu Li, Jie Zhang, Guangbo Ren, Fangming Guo, Jianbu Wang |
| 2024 | WWW | AutoML for Large Capacity Modeling of Meta's Ranking Systems. | 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 | WWW | Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. | 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 |
| 2023 | MICCAI | Prediction of Spherical Equivalent with Vanilla ResNet. | Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang |
| 2023 | MICCAI | Beyond MobileNet: An Improved MobileNet for Retinal Diseases. | Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Lepor, Oana M. Dumitrascu, Yalin Wang |
| 2022 | EMNLP | Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. | Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu |
| 2022 | IJCNN | Targeted Data Poisoning Attacks Against Continual Learning Neural Networks. | Huayu Li, Gregory Ditzler |
| 2022 | ISCA | Software-hardware co-design for fast and scalable training of deep learning recommendation models. | 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 |
| 2021 | ICIG | Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention. | Huayu Li, Haiyu Wu, Xiwen Chen, Hao Wang, Abolfazl Razi |
| 2021 | IGARSS | Drought Monitoring Method based on Multiscale Remote Sensing Data Fusion. | Huayu Li, Jianhua Wan, Shanwei Liu, Jixiang Zhao |
| 2020 | CISS | Transfer Learning for Wildfire Identification in UAV Imagery. | Haiyu Wu, Huayu Li, Alireza Shamsoshoara, Abolfazl Razi, Fatemeh Afghah |
| 2019 | ACSSC | MEDA: Multi-output Encoder-Decoder for Spatial Attention in Convolutional Neural Networks. | Huayu Li, Abolfazl Razi |
| 2017 | IJCAI | Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach. | Huayu Li, Yong Ge, Defu Lian, Hao Liu |
| 2017 | KDD | Prospecting the Career Development of Talents: A Survival Analysis Perspective. | Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao |
| 2017 | KDD | A Context-aware Attention Network for Interactive Question Answering. | Huayu Li, Martin Renqiang Min, Yong Ge, Asim Kadav |
| 2017 | KDD | Tracking the Dynamics in Crowdfunding. | Hongke Zhao, Hefu Zhang, Yong Ge, Qi Liu, Enhong Chen, Huayu Li, Le Wu |
| 2016 | IJCAI | A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback. | Huayu Li, Richang Hong, Defu Lian, Zhiang Wu, Meng Wang, Yong Ge |
| 2016 | KDD | Point-of-Interest Recommendations: Learning Potential Check-ins from Friends. | Huayu Li, Yong Ge, Richang Hong, Hengshu Zhu |
| 2016 | SDM | A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation. | Huayu Li, Richang Hong, Zhiang Wu, Yong Ge |
| 2015 | ICDM | Point-of-Interest Recommender Systems: A Separate-Space Perspective. | Huayu Li, Richang Hong, Shiai Zhu, Yong Ge |
| 2015 | ICDM | Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews. | Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge |
| 2015 | IJCAI | Regularizing Flat Latent Variables with Hierarchical Structures. | Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge |
| 2015 | SDM | Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. | Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge |
| 2008 | APSCC | A Service-Oriented Modeling Technique for Domain-Specific Software. | Changjun Hu, Feng Jiao, Chongchong Zhao, Huayu Li |
| 2008 | APSCC | A Framework of Web Services Description and Discovery Based on OWL-S and Domain Ontology. | Changjun Hu, Huayu Li, Xiaoming Zhang |