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Rongpei Hong

KDD 2026×3ACL 2026多模态检索与知识社会与人本可解释性对齐与偏好
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84
一作贡献40
核心/参与44
方向广度13
合作网络3
1 一作 · 4 篇 · KDD 2026 / ACL 2026

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2026 顶会论文

4
作者位次 #2/7ACL 2026Findings· Findings of ACL

LEAF : Towards Lightweight Explainable Hateful Video Detection via Self-Grounding C o T Guided Stage-Wise Distillation

Jian Lang · Rongpei Hong · Meihui Zhong · Kaiju Li · Ting Zhong · Qiang Gao · Fan Zhou

摘要

The rapid spread of hateful videos online has sparked growing social concerns, driving research efforts to detect and limit their dissemination. However, existing methods rely on opaque models that offer no insight into their decisions, eroding trust in detection systems. Large Multimodal Models...

多模态社会与人本可解释性OpenReview 项目页
一作KDD 2026Oral· Knowledge Discovery & Data Mining

TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant

Rongpei Hong · Jian Lang · Ting Zhong · Yong Wang · Fan Zhou

对齐与偏好检索与知识长上下文与架构OpenReview
作者位次 #2/6KDD 2026Oral· Knowledge Discovery & Data Mining

From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement

Jian Lang · Rongpei Hong · Ting Zhong · Leiting Chen · Qiang Gao · Fan Zhou

智能体与工具安全强化学习与后训练OpenReview
作者位次 #2/5KDD 2026Oral· Knowledge Discovery & Data Mining

Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection

Jian Lang · Rongpei Hong · Ting Zhong · Yong Wang · Fan Zhou

检索与知识多模态OpenReview

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