Teaching and Service

Teaching

Awards:

• Nomination for the "Most Promising Teacher" award at SMU, 2025. 

• Nomination for the "Most Promising Teacher" award at SMU, 2025. 

Courses taught:

•  IS Project Experience (IS483) at Singapore Management University, AY2025-2026 T2. 

• "Linear Algebra for Computing Applications" (CS103) at Singapore Management University, AY 2023-2024 T1. 

• "Introduction to Artificial Intelligence (CS420) at Singapore Management University, AY 2022-2023 T2, AY 2026-2027 T2. 

• "Principles of Machine Learning" (CS421) at Singapore Management University, AY 2022-2023 T1, AY 2023-2024 T1, AY 2024-2025 T1,  AY 2024-2025 T2, AY 2025-2026 T1, AY 2026-2027 T1. 

• Exercise sessions for "Machine Learning 2" (covering advanced Machine Learning topics) at TU Kaiserslautern, 2018. 

• Exercise sessions for "Complements of Linear Algebra" at the University of Luxembourg (in French), 2015. 

• Exercise sessions for "Linear Algebra" at the University of Luxembourg (in French), 2014. 

Service

Conference Area Chair: 

• ICLR 2027

• NeurIPS 2026

• ICML 2026

• NeurIPS 2025

• ICML 2025

• NeurIPS 2024

Journal Action Editor:

• TMLR (2024-)

Conference Reviewing:

• NeurIPS (2020-2023)

• ICML (2021-2024)

• ICLR (2022, 2024 and 2025)

• AAAI (2020-2025)

• IJCAI (2023-2024, 2026)

• ECML (2020)

• AiStats (2019)

• KDD (2019, 2023, 2024)

• The Web Conference (2026)

Journal Reviewing:

• Journal of Machine Learning Research (2026)

• SIAM Journal on Mathematics of Data Science  (2026)

• SIAM Journal on Scientific Computing (2025-2026)

• Transactions on Machine Learning Research (TMLR),  (2024-2025)

• Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 and 2025

• Transactions on Signal Processing (2021 and 2022)

• Transactions on Neural Networks and Learning Systems (2022)

• International Journal of Information Technology and Decision Making (2022 and 2023) 

• Neural Networks (2019)

Awards/Honours:

• Top Area Chair (top 10 percent) at NeurIPS 2025

• Outstanding Area Chair (top 2 percent) at ICML 2025

• "Best"/"outstanding"/"highlighted"/etc. (top 10 percent) reviewer: NeurIPS 2020, ICML 2021, ICML 2022, ICLR 2022, KDD 2023

• "Top reviewer" at NeurIPS 2022

• Expert reviewer at TMLR (2024)

• Top 25 percent of reviewers at AAAI 2021

• "Expert reviewer" at ICML 2021