Congchi Yin

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15)

Venues

ACL (2) EMNLP (2) AAAI (1)

Top co-authors

Piji Li (5) Feng Li (1) Shu Zhang (1) Qian Yu (1) Jianhua Chen (1) Yongpeng Zhang (1) Ziyi Ye (1) Jun Shao (1) Xuyun Wen (1) Zike Wang (1)

Research topics

Artificial Intelligence (3) Interdisciplinary (3) Core AI (3) Healthcare & Medicine (2) Machine Learning (2) Natural Language Processing (2) Clinical (2) Learning Types (2) Science (2) Applications (1) Cognitive Science (1) Generation (1) Optimization & Theory (1) Research (1)

Keywords

fmri analysis (1) neural decoding (1) multimodal learning (1) clinical diagnosis (1) brain-computer interface (1) synthetic data generation (1) fmri decoding (1) eeg analysis (1) predictive coding (1) functional magnetic resonance imaging (1) associative memory (1) language model (1) data leakage (1) self-attention module (1) eeg decoding (1) language reconstruction (1) brain alignment (1) neuro-symbolic reasoning (1) cross-subject decoding (1) brain signal decoding (1)

Papers

Language Reconstruction with Brain Predictive Coding from fMRI Data ACL 2026 Improve Language Model and Brain Alignment via Associative Memory ACL 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information EMNLP 2024