Researcher — paper.dinq.me

2026 顶会论文

作者位次 #2/4ICML 2026Poster· General Machine Learning / Sequential, Network, and Time Series Modeling

CARE: Adaptive Calibration for Reliable Recommendations

Nitin Bisht · Huan Huo · Xiuwen Gong · Guandong Xu

OpenReview

作者位次 #4/5ICML 2026Poster· General Machine Learning / Online Learning, Active Learning and Bandits

CORAL: Uncertainty-Aware Regulation of Exposure Concentration in Recommender Systems

Nitin Bisht · Linjiang Guo · Xiuwen Gong · Huan Huo · Guandong Xu

OpenReview

作者位次 #4/4ICML 2026Poster· General Machine Learning / Scalable Algorithms

FedEMoE: Improving Personalization on Heterogeneous Federated Learning via Elastic Mixture of Experts Architecture

Haizhou Du · Lixin Huang · Zonghan Wu · Huan Huo

对齐与偏好效率与系统长上下文与架构OpenReview

作者位次 #4/6SIGIR 2026Oral· Information Retrieval (Full)

Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems

Linjiang Guo · Nitin Bisht · Shiqing Wu · Huan Huo · Xianzhi Wang · Guandong Xu

摘要

Although attention-based sequential recommenders have achieved strong accuracy, they can exhibit a systematic failure mode, i.e., lost-in-the-middle, where attention disproportionately concentrates on sequence boundaries to informative middle behaviors. Through controlled perturbations, we find t...

检索与知识效率与系统数据与预训练OpenReview

作者位次 #6/6KDD 2026Oral· Knowledge Discovery & Data Mining

TRIAD: Ternary Information Routing for Multimodal Time-Series Sensing Signals

Yusen Liu · Shouxing Ma · Hua Lu · Xu Cheng · Xiufeng Liu · Huan Huo

多模态检索与知识OpenReview

Huan Huo

获取完整研究档案