Huayu Li

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

WWW ×4 ACL ×3 WACV ×3 AAAI ×2 ICML ×2 CIKM ×1 EACL ×1 ICCV ×1 SIGIR ×1 SIGKDD ×1

Frequent coauthors

Xiwen Chen

×7

Wenhui Zhu

×7

Peijie Qiu

×7

Abolfazl Razi

×7

Hao Wang

×6

Yalin Wang

×6

Jiyan Yang

×6

Xi Liu

×6

Buyun Zhang

×5

Wen-Yen Chen

×5

Aristeidis Sotiras

×5

Liang Luo

×4

Papers

DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning
ACL 2026 ·
Xiwen Chen
,
Wenhui Zhu
,
Peijie Qiu
,
Xuanzhao Dong
,
Hao Wang
,
Haiyu Wu
, Huayu Li,
Aris Sotiras
,
Yalin Wang
,
Abolfazl Razi
Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding
EACL 2026 · Huayu Li,
Zhengxiao He
,
Siyuan Tian
,
Jinghao Wen
,
Ao Li
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations
SIGKDD 2026 ·
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
Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation
WWW 2026 ·
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
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
WACV 2026 ·
Xiwen Chen
,
Wenhui Zhu
,
Peijie Qiu
,
Hao Wang
, Huayu Li,
Haiyu Wu
,
Aristeidis Sotiras
,
Yalin Wang
,
Abolfazl Razi
ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
ACL 2026 ·
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
SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling
SIGIR 2026 ·
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
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
ICCV 2025 ·
Xiwen Chen
,
Peijie Qiu
,
Wenhui Zhu
,
Hao Wang
, Huayu Li,
Xuanzhao Dong
,
Xiaotong Sun
,
Xiaobing Yu
,
Yalin Wang
,
Abolfazl Razi
,
Aristeidis Sotiras
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
WWW 2025 ·
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
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
ICML 2025 ·
Xiwen Chen
,
Wenhui Zhu
,
Peijie Qiu
,
Hao Wang
, Huayu Li,
Zihan Li
,
Yalin Wang
,
Aristeidis Sotiras
,
Abolfazl Razi
InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
CIKM 2025 ·
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
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network
WACV 2025 ·
Haiyu Wu
,
Sicong Tian
, Huayu Li,
Kevin W. Bowyer
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples
WACV 2025 ·
Xiwen Chen
, Huayu Li,
Peijie Qiu
,
Wenhui Zhu
,
Rahul Amin
,
Abolfazl Razi
Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences
AAAI 2025 ·
Xiwen Chen
,
Peijie Qiu
,
Wenhui Zhu
, Huayu Li,
Hao Wang
,
Aristeidis Sotiras
,
Yalin Wang
,
Abolfazl Razi
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
ACL 2025 ·
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
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration
AAAI 2025 ·
Zijian Wang
,
Bin Wang
,
Haifeng Jing
, Huayu Li,
Hongbo Dou
AutoML for Large Capacity Modeling of Meta's Ranking Systems
WWW 2024 ·
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
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta
WWW 2024 ·
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
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
ICML 2024 ·
Xiwen Chen
,
Peijie Qiu
,
Wenhui Zhu
, Huayu Li,
Hao Wang
,
Aristeidis Sotiras
,
Yalin Wang
,
Abolfazl Razi