A provable algorithmic approach to product selection problems for market entry and sustainability. - Silei Xu; Yishi Lin; Hong Xie 004; John C. S. Lui (SSDBM, 2014)

Single Disk Failure Recovery forX-Code-Based Parallel Storage Systems. - Silei Xu; Runhui Li; Patrick P. C. Lee; Yunfeng Zhu; Liping Xiang; Yinlong Xu; John C. S. Lui (IEEE Trans. Computers, 2014)

Product Selection Problem: Improve Market Share by Learning Consumer Behavior. - Silei Xu; John C. S. Lui (ACM Trans. Knowl. Discov. Data, 2016)

Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant. - Giovanni Campagna; Rakesh Ramesh; Silei Xu; Michael Fischer 010; Monica S. Lam (WWW, 2017)

Brassau: automatic generation of graphical user interfaces for virtual assistants. - Michael Fischer 010; Giovanni Campagna; Silei Xu; Monica S. Lam (MobileHCI, 2018)

Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant. - Giovanni Campagna; Silei Xu; Rakesh Ramesh; Michael Fischer 010; Monica S. Lam (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Genie: a generator of natural language semantic parsers for virtual assistant commands. - Giovanni Campagna; Silei Xu; Mehrad Moradshahi; Richard Socher; Monica S. Lam (PLDI, 2019)

Protecting privacy and open competition with Almond: An open-source virtual assistant. - Monica S. Lam; Giovanni Campagna; Silei Xu; Michael Fischer 010; Mehrad Moradshahi (XRDS, 2019)

Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web. - Silei Xu; Giovanni Campagna; Jian Li 054; Monica S. Lam (CIKM, 2020)

Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. - Mehrad Moradshahi; Giovanni Campagna; Sina J. Semnani; Silei Xu; Monica S. Lam (EMNLP (1), 2020)

AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. - Silei Xu; Sina J. Semnani; Giovanni Campagna; Monica S. Lam (EMNLP (1), 2020)

Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model. - Silei Xu; Giovanni Campagna; Jian Li 054; Monica S. Lam (CoRR, 2020)

A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation. - Giovanni Campagna; Sina J. Semnani; Ryan Kearns; Lucas Jun Koba Sato; Silei Xu; Monica Lam 001 (ACL (Findings), 2022)

ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues. - Monica S. Lam; Giovanni Campagna; Mehrad Moradshahi; Sina J. Semnani; Silei Xu (CoRR, 2022)

Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. - Silei Xu; Shicheng Liu; Theo Culhane; Elizaveta Pertseva; Meng-Hsi Wu; Sina J. Semnani; Monica S. Lam (EMNLP, 2023)

Complementing GPT-3 with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. - Silei Xu; Theo Culhane; Meng-Hsi Wu; Sina J. Semnani; Monica S. Lam (CoRR, 2023)

WPO: Enhancing RLHF with Weighted Preference Optimization. - Wenxuan Zhou; Ravi Agrawal; Shujian Zhang; Sathish Reddy Indurthi; Sanqiang Zhao; Kaiqiang Song; Silei Xu; Chenguang Zhu (EMNLP, 2024)

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy. - Tong Wu; Shujian Zhang; Kaiqiang Song; Silei Xu; Sanqiang Zhao; Ravi Agrawal; Sathish Reddy Indurthi; Chong Xiang 001; Prateek Mittal; Wenxuan Zhou (ICLR, 2025)

Chain of Draft: Thinking Faster by Writing Less. - Silei Xu; Wenhao Xie; Lingxiao Zhao; Pengcheng He (CoRR, 2025)

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries. - Ming Yin; Dinghan Shen; Silei Xu; Jianbing Han; Sixun Dong; Mian Zhang; Yebowen Hu; Shujian Liu; Simin Ma; Song Wang; Sathish Reddy Indurthi; Xun Wang; et al. (CoRR, 2025)