Linjun Sun

4 papers · 2023–2026 · 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 · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) AAAI (1) ICLR (1)

Top co-authors

Lina Yu (4) Min Wu (4) Weijun Li (4) Yanjie Li (3) Jingyi Liu (3) Shu Wei (3) Jufeng Han (2) Hong Qin (2) Wenqiang Li (2) Yan Pang (2)

Research topics

Machine Learning (3) Deep Learning (2) Reinforcement Learning (2) Architectures (2) Core Methods (2) Methods (2) Optimization & Theory (2) Computer Vision (1) Learning Types (1) Models (1) Processing (1)

Keywords

symbolic regression (2) reinforcement learning (2) joint learning (1) closed-form solution (1) implicit neural representation (1) spectral bia (1) differential equation (1) feature extractor (1) multi-scale representation (1) search space (1) coefficient of determination (1) symbolic solver (1) sine activation (1) accuracy (1) efficiency (1) dynamic symbolic network (1) expression fitting (1) transformer architecture (1) neural-guided (1) contrastive learning (1)

Papers

Implicit Neural Representation with Multi-Scale Sine Activation AAAI 2026 Closed-form Solutions: A New Perspective on Solving Differential Equations ICML 2025 A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data ICML 2024 Transformer-based model for symbolic regression via joint supervised learning ICLR 2023