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2026 顶会论文

作者位次 #7/7ICLR 2026Poster· Applications / Neuroscience, Cognitive Science

CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model

Jingying Ma · Feng Wu · Haiping Zhu (Xi&#x27 · Yucheng Xing · Chenyu Liu · Ziyu Jia · Mengling Feng

数据与预训练长上下文与架构OpenReview

作者位次 #7/7ACL 2026Poster· Natural Language Processing

M ed F orge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning

Zhihui Chen · Kai He · Qingyuan Lei · Bin Pu · Jian Zhang · Yuling Xu · Mengling Feng

摘要

Text-guided image editors can now manipulate authentic medical scans with high fidelity, enabling lesion implantation/removal that threatens clinical trust and safety. Existing defenses are inadequate for healthcare. Medical detectors are largely black-box, while MLLM-based explainers are typical...

社会与人本安全多模态OpenReview 项目页

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

medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support

Qianyi Xu · Gousia Habib · Feng Wu · Dilruk Perera · Mengling Feng

强化学习与后训练检索与知识社会与人本OpenReview

作者位次 #6/6AAAI 2026Poster· Artificial Intelligence

Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis

Huiting Huang · Tieliang Gong · Kai He · Wen Wen · an Jiaotong University) · Mengling Feng

多模态OpenReview

Mengling Feng

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2026 顶会论文

CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model

M ed F orge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning

medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support

Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis

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