Publication

- Aligning Large Language Models via Fine-grained Supervision

Proceedings of the Annual Meeting Of The Association For Computational Linguistics (ACL), Aug. 2024

- AscleAI: A LLM-based clinical note management system for enhancing clinician productivity

Proceedings of the Conference on Human Factors in Computing Systems (CHI), May. 2024

- Weakly supervised referring image segmentation with intra-chunk and inter-chunk consistency

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2023

- Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems

Proceedings of the Annual Meeting Of The Association For Computational Linguistics (ACL), Jul. 2023

- Large-scale lifelong learning of in-context instructions and how to tackle it

Proceedings of the Annual Meeting Of The Association For Computational Linguistics (ACL), Jul. 2023

- Grounding counterfactual explanation of image classifiers to textual concept space

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2023

- Extending and programming the NVMe I/O determinism interface for Flash Arrays

ACM Transactions on Storage (ToS), Jan. 2023

- Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform

IEEE Transactions on Computers (ToC), Jan. 2023

- Debiasing neighbor aggregation for graph neural network in recommender systems

Proceedings of the ACM International Conference on Information & Knowledge Management (CIKM), Oct. 2022

- A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval

IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), May. 2022

- Accelerating large-scale nearest neighbor search with computational storage device

IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), May. 2021

- Programming an SSD controller to support batched writes for variable-size pages

IEEE International Conference on Data Engineering (ICDE), Apr. 2021

- Better database cost/performance via batched I/O on programmable SSD

The VLDB Journal (VLDB J.), Feb. 2021

- Computational storage: Where are we today?

The Conference on Innovative Data Systems Research (CIDR), Jan. 2021

- Cost-effective, energy-efficient, and scalable storage computing for large-scale AI applications

ACM Transactions on Storage (TOS), Oct. 2020

- Lessons learned from the early performance evaluation of intel optane dc persistent memory in dbms

Proceedings of the International Workshop on Data Management on New Hardware (DaMoN), 2020

- ALEX: an updatable adaptive learned index

Proceedings of the ACM International Conference on Management of Data (SIGMOD), May. 2020

- Improving CPU I/O performance via SSD controller FTL support for batched writes

Proceedings of the International Workshop on Data Management on New Hardware (DaMoN), Jul. 2019

- Programmable solid-state storage in future cloud datacenters

Communications of the ACM (CACM), May. 2019

- Aggressive buffer pool warm-up after restart in SQL Server

IEEE International Conference on Data Engineering Workshops (ICDEW), May. 2016

- Query Processing on Smart SSDs.

IEEE Data Engeering Bulletin (Data Eng. Bull.), Jun. 2014

- Query processing on smart ssds: Opportunities and challenges

Proceedings of the ACM International Conference on Management of Data (SIGMOD), Jun. 2013

- Fast peak-to-peak behavior with SSD buffer pool

IEEE International Conference on Data Engineering (ICDE), Apr. 2013

- Turbocharging DBMS buffer pool using SSDs

Proceedings of the ACM International Conference on Management of data (SIGMOD), Jun. 2011

- Join processing for flash SSDs: remembering past lessons

Proceedings of the International Workshop on Data Management on New Hardware (DaMoN), Jun. 2009

- Fast statistical alignment

PLoS computational biology (PLoS Comput. Biol.), May. 2009