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Heng Huang

ICML 2026×7KDD 2026可解释性社会与人本效率与系统安全多模态

新星分资深

29

一作贡献0

核心/参与14

方向广度13

合作网络9

0 一作 · 8 篇 · ICML 2026 / KDD 2026

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2026 顶会论文

8

作者位次 #5/5ICML 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

Beyond Buffer Limits: Energy-Based Data Reassembly for Continual Learning

Zhenyi Wang · Yixuan Sun · Yue Wang · Zhong Chen · Heng Huang

作者位次 #6/7ICML 2026Poster· Applications / Health / Medicine

RNA-FM: Flow-Matching Generative Model for Genome-wide RNA-Seq Prediction

Yaxuan Song · Jianan Fan · Tianyi Wang · Qiuyue Hu · Hang Chang · Heng Huang · Weidong Cai

社会与人本OpenReview

作者位次 #12/12ICML 2026Poster· Deep Learning / Large Language Models

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Tong Zheng · Chengsong Huang · Runpeng Dai · Yun He · Rui Liu · Xin Ni · Huiwen Bao · Kaishen Wang · Hongtu Zhu · Jiaxin Huang · Furong Huang · Heng Huang

可解释性效率与系统OpenReview

作者位次 #4/4ICML 2026Poster· Optimization / Large Scale, Parallel and Distributed

Distributed Stochastic $K$-Level Optimization Over Networks

Xinwen Zhang · Yihan Zhang · Hongchang Gao · Heng Huang

作者位次 #4/4ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Hidden in Plain Tokens: Simply Robust, Gradient-Free Watermark for Synthetic Audio

Georgios Milis · Yubin Qin · Yihan Wu · Heng Huang

安全可解释性多模态OpenReview

作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models

R2-Router: A New Paradigm for LLM Routing with Reasoning

Jiaqi Xue · Qian Lou · Jiarong Xing · Heng Huang

推理OpenReview

作者位次 #2/2ICML 2026Poster

PolicyGuard: Towards Test-time and Step-level Adversary Defense for Reinforcement Learning Agent

Junfeng Guo · Heng Huang

智能体与工具强化学习与后训练OpenReview

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

Defending against Model Extraction for GNNs with Model Reprogramming

Yan Wen · Zhenyi Wang · Heng Huang

检索与知识代码OpenReview

常见合作者

ZWZhenyi Wang×2 YSYixuan Sun YWYue Wang ZCZhong Chen YSYaxuan Song JFJianan Fan TWTianyi Wang QHQiuyue Hu HCHang Chang WCWeidong Cai TZTong Zheng CHChengsong Huang