Paper-Presentations

This repo holds the papers that I presented at group meeting and seminars at NTHU (National Tsign Hua University), IIS (Institute of Information Science at Academia Sinica), and at KTH Royal Institute of Technology. The slides are made based on my own understanding, so please expect errors. Below are sorted chronologically:

NTHU

1. Net2Net: Accelerating Learning via Knowledge Transfer (ICLR'16) slides
2. OMNI‐Prop: Seamless Node Classification on Arbitrary Label Correlation (AAAI'15) slides
3. Cross-Site Search Attacks (CCS'15) slides
4. Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters (ICML'16) slides
5. On the Number of Linear Regions of Deep Neural Networks (NeurIPS'14) slides
6. From Word Embeddings To Document Distances (ICML'15) slides
7. Tensorizing Neural Network (NeurIPS'15) slides
8. The Multiscale Laplacian Graph Kernel (NeurIPS'16) slides
9. TriFact-Rank: Preserving Proximity and Global Ranking for Node Embedding (NeurIPS'17) slides
10. Graph Embeddings slides

IIS

1. Measuring the Intrinsic Dimension of Objective Landscapes (ICLR'18) slides

KTH

1. Interlacing Families I: Bipartite Ramanujan Graphs of All Degrees (FOCS'14) slides
2. A Useful Variant of Davis-Kahan's Theorem (Biometrika'15) slides
3. CountSketch slides
4. Faster Graph Embedding via Coarsening (ICML'20) slides
5. Community detection in general SBM: fundemantal limits and efficient algorithms for recovery (FOCS'15) slides
6. Optimal Best-Arm Identification with Fixed-Confidence (COLT'16) slides
7. On the Limits of Language Generation: Trade-Offs Between Hallucination and Mode-Collapse (STOC'25) slides