News

Recent talks, invited presentations, and short academic updates.

Recent Talks

  • Reframing Constraints: Leveraging Topological Homomorphism for Decision Optimization Starry Academic (5K+ online audience), Huawei, Shenzhen, Dec. 2025
  • Homeomorphism Methods for Efficient Decision-Making with Hard Constraints TongLuRen Academic Forum, Tongji University, Shanghai, Dec. 2025
  • Homeomorphic Projection to Ensure NN Solution Feasibility for Constrained Optimization The 3rd HK-SIAM Biennial Conference, Hong Kong, July 2025
  • Solving Chance-Constrained ACOPF with Neural Networks and Bisection-based Projection EnergySP Workshop, ACM e-Energy 2025, Rotterdam, June 2025
  • Gauge Flow Matching for Efficient Constrained Generative Modeling ICLR 2025 DeLTa Workshop, Singapore, April 2025