Insu Han
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
5
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead. | Amir Zandieh, Majid Daliri, Insu Han |
| 2025 | EMNLP | Mamba Drafters for Speculative Decoding. | Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati |
| 2024 | ICLR | HyperAttention: Long-context Attention in Near-Linear Time. | Insu Han, Rajesh Jayaram, Amin Karbasi, Vahab Mirrokni, David P. Woodruff, Amir Zandieh |
| 2024 | ICML | Cell2Sentence: Teaching Large Language Models the Language of Biology. | Daniel LeVine, Syed Asad Rizvi, Sacha Lvy, Nazreen Pallikkavaliyaveetil, David Zhang, Xingyu Chen, Sina Ghadermarzi, Ruiming Wu, Zihe Zheng, Ivan Vrkic, Anna Zhong, Daphne Raskin, Insu Han, Antonio Henrique de Oliveira Fonseca, Josue Ortega Caro, Amin Karbasi, Rahul Madhav Dhodapkar, David van Dijk |
| 2023 | ICML | KDEformer: Accelerating Transformers via Kernel Density Estimation. | Amir Zandieh, Insu Han, Majid Daliri, Amin Karbasi |
| 2022 | ICLR | Scalable Sampling for Nonsymmetric Determinantal Point Processes. | Insu Han, Mike Gartrell, Jennifer Gillenwater, Elvis Dohmatob, Amin Karbasi |
| 2022 | ICML | Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes. | Insu Han, Mike Gartrell, Elvis Dohmatob, Amin Karbasi |
| 2022 | ICML | Random Gegenbauer Features for Scalable Kernel Methods. | Insu Han, Amir Zandieh, Haim Avron |
| 2021 | ICLR | Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes. | Mike Gartrell, Insu Han, Elvis Dohmatob, Jennifer Gillenwater, Victor-Emmanuel Brunel |
| 2020 | AISTATS | MAP Inference for Customized Determinantal Point Processes via Maximum Inner Product Search. | Insu Han, Jennifer Gillenwater |
| 2020 | ICML | Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix. | Insu Han, Haim Avron, Jinwoo Shin |
| 2017 | ICML | Faster Greedy MAP Inference for Determinantal Point Processes. | Insu Han, Prabhanjan Kambadur, KyoungSoo Park, Jinwoo Shin |
| 2015 | ICML | Large-scale log-determinant computation through stochastic Chebyshev expansions. | Insu Han, Dmitry Malioutov, Jinwoo Shin |