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Wenzheng Pan

4 papers · 2024–2025 · 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

Venues

ICLR (2) ICML (1) JMLR (1)

Top co-authors

Jiale Ma (4) Junchi Yan (4) Yang Li (3) Runzhong Wang (2) Nianzu Yang (1) Hao Xiong (1) Ziao Guo (1) Qi Liu (1) Yikai Zhang (1) Hanxue Zhang (1)

Research topics

Machine Learning (3) Computer Science (2) Mathematics & Optimization (2) Foundations (2) Optimization (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

combinatorial optimization (2) reinforcement learning (1) supervised learning (1) graph embedding (1) diffusion model (1) traveling salesman problem (1) travelling salesman problem (1) neural solver (1) adaptive step size (1) autoregressive process (1) neural graph matching (1) multi-graph matching (1) python toolkit (1) learning-free solver (1) non-autoregressive model (1) partial solution (1) learning-based solver (1) matrix encoding (1) decoding (1) global predictor (1)

Papers

COExpander: Adaptive Solution Expansion for Combinatorial Optimization ICML 2025 UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP ICLR 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025 Pygmtools: A Python Graph Matching Toolkit JMLR 2024