News

Recent talks, invited presentations, and short academic updates.

Recent News

Recent Talks

  • Jun. 25, 2026 ML for Constrained Optimization: Solution Feasibility, Generative Learning, and Beyond Doctoral Dissertation Award Session at ACM e-Energy 2026, Banff, Canada
  • Jun. 22, 2026 Advanced Topics for ML-OPF: Solution Feasibility, Neural Structure, and Foundation Models ML-OPF Tutorial at ACM e-Energy 2026, with Prof. Minghua Chen and Prof. Steven Low, Banff, Canada
  • Jun. 22, 2026 Homeomorphism Methods for Efficient Learning and Optimization with Hard Constraints Physics-Informed Learning for Energy Systems Workshop at ACM e-Energy 2026, Banff, Canada
  • Dec. 2025 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
  • Jul. 2025 Homeomorphic Projection to Ensure NN Solution Feasibility for Constrained Optimization The 3rd HK-SIAM Biennial Conference, Hong Kong
  • Jun. 2025 Solving Chance-Constrained ACOPF with Neural Networks and Bisection-based Projection EnergySP Workshop, ACM e-Energy 2025, Rotterdam
  • Apr. 2025 Gauge Flow Matching for Efficient Constrained Generative Modeling ICLR 2025 DeLTa Workshop, Singapore