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Yusu Wang

12 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ICML ×4AAAI ×2AISTATS ×2NeurIPS ×2COLT ×1SIGKDD ×1

Frequent coauthors

Samantha Chen
×4
Robert R. Nerem
×3
Gal Mishne
×3
Zhishang Luo
×2
Akbar Rafiey
×2
Zhengchao Wan
×2
Puoya Tabaghi
×2
Sanjoy Dasgupta
×1
Pankaj K. Agarwal
×1
Oren Ciolli
×1
Anastasios Sidiropoulos
×1
Qingsong Wang
×1

Papers

  1. Graph neural networks extrapolate out-of-distribution for shortest paths
    COLT 2026 ·
    Robert R. Nerem
    ,
    Samantha Chen
    ,
    Sanjoy Dasgupta
    , Yusu Wang
  2. De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs
    ICML 2025 ·
    Samantha Chen
    ,
    Pankaj K. Agarwal
    , Yusu Wang
  3. Differentiable extensions with rounding guarantees for combinatorial optimization over permutations
    NeurIPS 2025 ·
    Robert R. Nerem
    ,
    Zhishang Luo
    ,
    Akbar Rafiey
    , Yusu Wang
  4. Effective Neural Approximations for Geometric Optimization Problems
    NeurIPS 2025 ·
    Samantha Chen
    ,
    Oren Ciolli
    ,
    Anastasios Sidiropoulos
    , Yusu Wang
  5. Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers
    ICML 2025 ·
    Zhengchao Wan
    ,
    Qingsong Wang
    ,
    Gal Mishne
    , Yusu Wang
  6. Explaining GNN Explanations with Edge Gradients
    SIGKDD 2025 ·
    Jesse He
    ,
    Akbar Rafiey
    ,
    Gal Mishne
    , Yusu Wang
  7. Comparing Graph Transformers via Positional Encodings
    ICML 2024 ·
    Mitchell Black
    ,
    Zhengchao Wan
    ,
    Gal Mishne
    ,
    Amir Nayyeri
    , Yusu Wang
  8. DE-HNN: An effective neural model for Circuit Netlist representation
    AISTATS 2024 ·
    Zhishang Luo
    ,
    Truong Son Hy
    ,
    Puoya Tabaghi
    ,
    Michaël Defferrard
    ,
    Elahe Rezaei
    ,
    Ryan Carey
    ,
    W. Rhett Davis
    ,
    Rajeev Jain
    , Yusu Wang
  9. Learning Ultrametric Trees for Optimal Transport Regression
    AAAI 2024 ·
    Samantha Chen
    ,
    Puoya Tabaghi
    , Yusu Wang
  10. NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem
    AAAI 2024 ·
    Andrew B. Kahng
    ,
    Robert R. Nerem
    , Yusu Wang,
    Chien-Yi Yang
  11. On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers
    AISTATS 2024 ·
    Cai Zhou
    ,
    Rose Yu
    , Yusu Wang
  12. Position: Topological Deep Learning is the New Frontier for Relational Learning
    ICML 2024 ·
    Theodore Papamarkou
    ,
    Tolga Birdal
    ,
    Michael M. Bronstein
    ,
    Gunnar E. Carlsson
    ,
    Justin Curry
    ,
    Yue Gao
    ,
    Mustafa Hajij
    ,
    Roland Kwitt
    ,
    Pietro Lio
    ,
    Paolo Di Lorenzo
    ,
    Vasileios Maroulas
    ,
    Nina Miolane
    ,
    Farzana Nasrin
    ,
    Karthikeyan Natesan Ramamurthy
    ,
    Bastian Rieck
    ,
    Simone Scardapane
    ,
    Michael T. Schaub
    ,
    Petar Velickovic
    ,
    Bei Wang
    , Yusu Wang,
    Guo-Wei Wei
    ,
    Ghada Zamzmi