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XiaoHua Feng

ICML 2026×3KDD 2026×3AAAI 2026×2社会与人本检索与知识对齐与偏好多模态安全

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93

一作贡献80

核心/参与38

方向广度16

合作网络12

2 一作 · 8 篇 · ICML 2026 / KDD 2026 / AAAI 2026

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2026 顶会论文

8

一作ICML 2026Poster· Social Aspects / Privacy

Leveraging Machine Unlearning for Cost-Efficient Preference Alignment

XiaoHua Feng · Yuyuan Li · HuWei Ji · Li Zhang · Jiaming Zhang · Tianyu Du · Chaochao Chen

对齐与偏好安全效率与系统OpenReview

作者位次 #3/6ICML 2026Poster· Social Aspects / Fairness

Demystifying the Optimal Fair Classifier in Multi-Class Classification

Li Zhang · Yuyuan Li · XiaoHua Feng · Jiaming Zhang · Fengyuan Yu · Chaochao Chen

社会与人本OpenReview

作者位次 #3/5ICML 2026Poster· Social Aspects / Fairness

Test-Time Debiasing with Probabilistic Prompts via Wasserstein Distance in Vision-Language Models

Chengye Wang · Yuyuan Li · XiaoHua Feng · Xiaolin Zheng · Chaochao Chen

社会与人本多模态OpenReview

作者位次 #4/5KDD 2026Oral· Knowledge Discovery & Data Mining

Sharpness-aware Model Merging with Salience Recovery for LLM-based Cross-Domain Sequential Recommendation

HuWei Ji · Jiajie Su · Yuyuan Li · XiaoHua Feng · Chaochao Chen

检索与知识OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

SCALE: Sharpness-Aware Correction for Addressing Long-Tail Effects in Combinatorial Medication Recommendation

XiaoHua Feng · Yuyuan Li · Jiaming Zhang · Li Zhang · Yanchao Tan · Chaochao Chen

检索与知识OpenReview

作者位次 #3/6KDD 2026Oral· Knowledge Discovery & Data Mining

MAPPE: Rethinking and Improving Fairness in LLMs for Medicine via Minimax Preference-based Prompt Evolution

Jiaming Zhang · Yuyuan Li · XiaoHua Feng · Li Zhang · Zhen Huang · Chaochao Chen

对齐与偏好检索与知识社会与人本OpenReview

作者位次 #5/9AAAI 2026Poster· Artificial Intelligence

Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm

Jiajie Su · Zihan Nan · Yunshan Ma · Xiaobo Xia · XiaoHua Feng · Weiming Liu · Xiang Chen · Xiaolin Zheng · Chaochao Chen

强化学习与后训练OpenReview

作者位次 #3/8AAAI 2026Poster· Artificial Intelligence

TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models

Li Zhang · Zhongxuan Han · XiaoHua Feng · Jiaming Zhang · Yuyuan Li · Linbo Jiang · Jianan Lin · Chaochao Chen

多模态OpenReview

常见合作者

CCChaochao Chen×8 YLYuyuan Li×7 LZLi Zhang×5 JZJiaming Zhang×5 HJHuWei Ji×2 XZXiaolin Zheng×2 JSJiajie Su×2 TDTianyu Du FYFengyuan Yu CWChengye Wang YTYanchao Tan ZHZhen Huang