Alvin Cheung
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
20
Active years
2006–2026
Best venue rank
A*
Where they publish
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | CIDR | Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First. | Shu Liu, Soujanya Ponnapalli, Shreya Shankar, Sepanta Zeighami, Alan Zhu, Shubham Agarwal, Ruiqi Chen, Samion Suwito, Shuo Yuan, Ion Stoica, Matei Zaharia, Alvin Cheung, Natacha Crooks, Joseph Gonzalez, Aditya G. Parameswaran |
| 2024 | CIKM | Inferring Visualization Intent from Conversation. | Haotian Li, Nithin Chalapathi, Huamin Qu, Alvin Cheung, Aditya G. Parameswaran |
| 2024 | ECOOP | Tenspiler: A Verified-Lifting-Based Compiler for Tensor Operations. | Jie Qiu, Colin Cai, Sahil Bhatia, Niranjan Hasabnis, Sanjit A. Seshia, Alvin Cheung |
| 2024 | ICML | AST-T5: Structure-Aware Pretraining for Code Generation and Understanding. | Linyuan Gong, Mostafa Elhoushi, Alvin Cheung |
| 2024 | ICML | Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks. | Linyuan Gong, Sida Wang, Mostafa Elhoushi, Alvin Cheung |
| 2024 | ICML | Online Speculative Decoding. | Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang |
| 2024 | IJCAI | ADELT: Transpilation between Deep Learning Frameworks. | Linyuan Gong, Jiayi Wang, Alvin Cheung |
| 2024 | NAACL | SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics. | Arash Ardakani, Altan Haan, Shangyin Tan, Doru-Thom Popovici, Alvin Cheung, Costin Iancu, Koushik Sen |
| 2023 | ACL | Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers. | Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song |
| 2023 | ECOOP | Building Code Transpilers for Domain-Specific Languages Using Program Synthesis (Experience Paper). | Sahil Bhatia, Sumer Kohli, Sanjit A. Seshia, Alvin Cheung |
| 2023 | PAKDD | Interpretability Meets Generalizability: A Hybrid Machine Learning System to Identify Nonlinear Granger Causality in Global Stock Indices. | Yixiao Lu, Yokiu Lee, Haoran Feng, Johnathan Chi-Ho Leung, Alvin Cheung, Katharina Dost, Katerina Taskova, Thomas Lacombe |
| 2022 | ASPLOS | Vector instruction selection for digital signal processors using program synthesis. | Maaz Bin Safeer Ahmad, Alexander J. Root, Andrew Adams, Shoaib Kamil, Alvin Cheung |
| 2022 | ICML | GACT: Activation Compressed Training for Generic Network Architectures. | Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung |
| 2022 | PLDI | Synthesizing analytical SQL queries from computation demonstration. | Xiangyu Zhou, Rastislav Bodk, Alvin Cheung, Chenglong Wang |
| 2021 | ACL | PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. | Xinyun Chen, Linyuan Gong, Alvin Cheung, Dawn Song |
| 2021 | CHI | Falx: Synthesis-Powered Visualization Authoring. | Chenglong Wang, Yu Feng, Rastislav Bodk, Isil Dillig, Alvin Cheung, Amy J. Ko |
| 2021 | CIDR | New Directions in Cloud Programming. | Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano |
| 2021 | SIGMOD | VSS: A Storage System for Video Analytics. | Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze |
| 2020 | CIDR | VisualWorldDB: A DBMS for the Visual World. | Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze |
| 2020 | CIDR | View-Driven Optimization of Database-Backed Web Applications. | Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu |
| 2020 | ICSE | Managing data constraints in database-backed web applications. | Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung, Shan Lu |
| 2020 | ICSE | Managing data constraints in database-backed web applications. | Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung, Shan Lu |
| 2020 | SIGMOD | Testing query execution engines with mutations. | Xinyue Chen, Chenglong Wang, Alvin Cheung |
| 2020 | SIGMOD | Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning. | Guna Prasaad, Alvin Cheung, Dan Suciu |
| 2020 | SIGMOD | Demonstration of Chestnut: An In-memory Data Layout Designer for Database Applications. | Mingwei Samuel, Cong Yan, Alvin Cheung |
| 2019 | CLOUD | Perceptual Compression for Video Storage and Processing Systems. | Amrita Mazumdar, Brandon Haynes, Magda Balazinska, Luis Ceze, Alvin Cheung, Mark Oskin |
| 2019 | EMNLP | Learning Programmatic Idioms for Scalable Semantic Parsing. | Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer |
| 2019 | ICSE | View-centric performance optimization for database-backed web applications. | Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu, Alvin Cheung |
| 2019 | SIGMOD | Visual Road: A Video Data Management Benchmark. | Brandon Haynes, Amrita Mazumdar, Magdalena Balazinska, Luis Ceze, Alvin Cheung |
| 2018 | EMNLP | Mapping Language to Code in Programmatic Context. | Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer |
| 2018 | ICSE | How | Junwen Yang, Pranav Subramaniam, Shan Lu, Cong Yan, Alvin Cheung |
| 2018 | SIGMOD | Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications. | Maaz Bin Safeer Ahmad, Alvin Cheung |
| 2017 | ACL | Learning a Neural Semantic Parser from User Feedback. | Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, Luke Zettlemoyer |
| 2017 | CIDR | A Visual Cloud for Virtual Reality Applications. | Magdalena Balazinska, Luis Ceze, Alvin Cheung, Brian Curless, Steven M. Seitz |
| 2017 | CIDR | Cosette: An Automated Prover for SQL. | Shumo Chu, Chenglong Wang, Konstantin Weitz, Alvin Cheung |
| 2017 | CIKM | Understanding Database Performance Inefficiencies in Real-world Web Applications. | Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu |
| 2017 | PLDI | HoTTSQL: proving query rewrites with univalent SQL semantics. | Shumo Chu, Konstantin Weitz, Alvin Cheung, Dan Suciu |
| 2017 | PLDI | Synthesizing highly expressive SQL queries from input-output examples. | Chenglong Wang, Alvin Cheung, Rastislav Bodk |
| 2017 | SIGMOD | Optimizing Data-Intensive Applications Automatically By Leveraging Parallel Data Processing Frameworks. | Maaz Bin Safeer Ahmad, Alvin Cheung |
| 2017 | SIGMOD | Demonstration of the Cosette Automated SQL Prover. | Shumo Chu, Daniel Li, Chenglong Wang, Alvin Cheung, Dan Suciu |
| 2017 | SIGMOD | VisualCloud Demonstration: A DBMS for Virtual Reality. | Brandon Haynes, Artem Minyaylov, Magdalena Balazinska, Luis Ceze, Alvin Cheung |
| 2017 | SIGMOD | Interactive Query Synthesis from Input-Output Examples. | Chenglong Wang, Alvin Cheung, Rastislav Bodk |
| 2016 | ACL | Summarizing Source Code using a Neural Attention Model. | Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer |
| 2016 | CLOUD | PipeGen: Data Pipe Generator for Hybrid Analytics. | Brandon Haynes, Alvin Cheung, Magdalena Balazinska |
| 2016 | PLDI | Verified lifting of stencil computations. | Shoaib Kamil, Alvin Cheung, Shachar Itzhaky, Armando Solar-Lezama |
| 2016 | SIGCOMM | Packet Transactions: High-Level Programming for Line-Rate Switches. | Anirudh Sivaraman, Alvin Cheung, Mihai Budiu, Changhoon Kim, Mohammad Alizadeh, Hari Balakrishnan, George Varghese, Nick McKeown, Steve Licking |
| 2015 | CIDR | Towards Generating Application-Specific Data Management Systems. | Alvin Cheung |
| 2014 | HPDC | Rethinking the application-database interface. | Alvin Cheung |
| 2014 | SIGMOD | Sloth: being lazy is a virtue (when issuing database queries). | Alvin Cheung, Samuel Madden, Armando Solar-Lezama |
| 2013 | CIDR | StatusQuo: Making Familiar Abstractions Perform Using Program Analysis. | Alvin Cheung, Owen Arden, Samuel Madden, Armando Solar-Lezama, Andrew C. Myers |
| 2013 | PLDI | Optimizing database-backed applications with query synthesis. | Alvin Cheung, Armando Solar-Lezama, Samuel Madden |
| 2013 | SIGMOD | Speeding up database applications with Pyxis. | Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers |
| 2012 | CIKM | Using program synthesis for social recommendations. | Alvin Cheung, Armando Solar-Lezama, Samuel Madden |
| 2011 | SENSYS | Automatically generating interesting events with LifeJoin. | Alvin Cheung, Arvind Thiagarajan, Samuel Madden |
| 2007 | ICDE | Theseos: A Query Engine for Traceability across Sovereign, Distributed RFID Databases. | Alvin Cheung, Karin Kailing, Stefan Schnauer |
| 2006 | IDEAS | Towards Traceability across Sovereign, Distributed RFID Databases. | Rakesh Agrawal, Alvin Cheung, Karin Kailing, Stefan Schnauer |