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2026 顶会论文

作者位次 #5/9NDSS 2026Oral· Network & Distributed System Security

PrivATE: Differentially Private Average Treatment Effect Estimation for Observational Data

Quan Yuan · Xiaochen Li · Linkang Du · Min Chen · Mingyang Sun · Yunjun Gao · Shibo He · Jiming Chen · Zhikun Zhang

安全OpenReview

作者位次 #5/8NDSS 2026Oral· Network & Distributed System Security

VICTOR: Dataset Copyright Auditing in Video Recognition Systems

Quan Yuan · Zhikun Zhang · Linkang Du · Min Chen · Mingyang Sun · Yunjun Gao · Shibo He · Jiming Chen

安全多模态数据与预训练OpenReview

作者位次 #4/4ICLR 2026Poster

Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning

Xu Wan · Yansheng Wang · Wenqi Huang · Mingyang Sun

推理强化学习与后训练OpenReview

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

A dap T hink: Adaptive Thinking Preferences for Reasoning Language Models

Wenyue Xu · Xu Wan · Wei Wang · Wenqi Huang · Wotao Yin · Shengjie Zhao · Mingyang Sun

摘要

The slow thinking paradigm has been widely validated to enhance the reasoning capabilities of Large Language Models (LLMs), but it introduces notable reasoning inefficiencies: models often overthink simple tasks while prematurely shifting their reasoning paths when addressing complex problems. To...

推理对齐与偏好可解释性OpenReview 项目页

Mingyang Sun

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2026 顶会论文

PrivATE: Differentially Private Average Treatment Effect Estimation for Observational Data

VICTOR: Dataset Copyright Auditing in Video Recognition Systems

Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning

A dap T hink: Adaptive Thinking Preferences for Reasoning Language Models

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