Huiqi Deng

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICML ×3 AAAI ×2 WWW ×1

Frequent coauthors

Hongbin Pei

×4

Pinghui Wang

×4

Jing Tao

×4

Xiaohong Guan

×4

Jie Ma

×3

Jingxin Hai

×2

Yu Li

×2

Quanshi Zhang

×2

Yuheng Xiong

×2

Denghao Ma

×1

Xinhao Zheng

×1

Huilin Zhou

×1

Papers

Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
ICML 2025 ·
Hongbin Pei
,
Jingxin Hai
,
Yu Li
, Huiqi Deng,
Denghao Ma
,
Jie Ma
,
Pinghui Wang
,
Jing Tao
,
Xiaohong Guan
Towards Attributions of Input Variables in a Coalition
ICML 2025 ·
Xinhao Zheng
, Huiqi Deng,
Quanshi Zhang
Explaining Generalization Power of a DNN Using Interactive Concepts
AAAI 2024 ·
Huilin Zhou
,
Hao Zhang
, Huiqi Deng,
Dongrui Liu
,
Wen Shen
,
Shih-Han Chan
,
Quanshi Zhang
HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning
AAAI 2024 ·
Hongbin Pei
,
Taile Chen
,
Chen A
, Huiqi Deng,
Jing Tao
,
Pinghui Wang
,
Xiaohong Guan
Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning
WWW 2024 ·
Hongbin Pei
,
Yuheng Xiong
,
Pinghui Wang
,
Jing Tao
,
Jialun Liu
, Huiqi Deng,
Jie Ma
,
Xiaohong Guan
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
ICML 2024 ·
Hongbin Pei
,
Yu Li
, Huiqi Deng,
Jingxin Hai
,
Pinghui Wang
,
Jie Ma
,
Jing Tao
,
Yuheng Xiong
,
Xiaohong Guan