Songlin Li

4 papers · 2026–2026 · 2 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 👥 Mega-Team · Squad

Venues

AAAI (3) ACL (1)

Top co-authors

Zhiqing Guo (2) Gaobo Yang (2) Julian Katz-Samuels (1) Xiaoliang Peng (1) Dan Ma (1) Sujan Kumar Gonugondla (1) Wenzhe Li (1) Sopan Khosla (1) Licheng Yu (1) Hejia Zhang (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Learning Types · Deep Learning (1) Methods (1) Processing (1)

Keywords

image manipulation localization (2) weakly supervised learning (2) sample efficiency (1) offline reinforcement learning (1) policy optimization (1) knowledge distillation (1) instruction following (1) online reinforcement learning (1) reward shaping (1) memory mechanism (1) scribble annotation (1) segment anything model (1) self-supervised training (1) rubric-based evaluation (1) feature modulation (1) large language model (1) reinforcement learning (1) coarse-grained annotation (1) semantic segmentation (1)

Papers

AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following ACL 2026 Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization AAAI 2026 From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations AAAI 2026 State Proficiency-Based Adaptive Fine-Tuning for Offline-to-Online Reinforcement Learning AAAI 2026