Junqi Yang

4 papers · 2025–2026 · 4 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 · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) ACL (1) CVPR (1) Interspeech (1)

Top co-authors

Weiping Tu (3) Yuhong Yang (3) Suting Wang (2) Zhongyuan Wang (2) Yuanming Zheng (2) Xiaodong Zhu (2) Weiqiang Wang (1) Zhenghao Lin (1) Xin Zhao (1) Zhenzhe Ying (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Architectures (2) Core AI (2) Computer Vision (1) Machine Learning (1) Speech & Audio (1) Analysis (1) Application Areas (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Processing (1)

Keywords

temporal forgery localization (2) anomaly detection (1) weak supervision (1) video analysis (1) real-time processing (1) document analysis (1) audio processing (1) state space model (1) music source separation (1) video-level label (1) forgery detection (1) large language model (1) deformable mechanism (1) image fraud detection (1) cross-sample analysis (1) relay token (1) model compression (1) graph-based refinement (1)

Papers

DeformTrace: A Deformable State Space Model with Relay Tokens for Temporal Forgery Localization AAAI 2026 GEM-TFL: Bridging Weak and Full Supervision for Forgery Localization through EM-Guided Decomposition and Temporal Refinement CVPR 2026 Band-SCNet: A Causal, Lightweight Model for High-Performance Real-Time Music Source Separation Interspeech 2025 Innovative Image Fraud Detection with Cross-Sample Anomaly Analysis: The Power of LLMs ACL 2025