Yiling Lou (@yiling_

Yiling Lou

113 posts

Yiling Lou

@yiling__LOU

Assistant Professor @siebelschool UIUC. Researcher on Software Engineering & AI.

Joined June 2016

Yiling Lou
@yiling__LOU
Oct 6, 2025
Thrilled to announce that I'll be joining UIUC CS @siebelschool as an Assistant Professor in Spring 2026! 📢 I’m looking for Fall '26 PhD students who are interested in the intersection of Software Engineering and AI, especially in LLM4Code and Code Agents. Please drop me an
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Yiling Lou
@yiling__LOU
Sep 9, 2024
Introducing our latest survey on LLM-based Agents for Software Engineering (SE) LLM-based agents have shown remarkable effectiveness in SE. This survey covers 106 papers and summarizes them from both SE and agent perspective. 📝arxiv.org/pdf/2409.02977 🧑‍💻github.com/FudanSELab/Age…
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Yiling Lou
@yiling__LOU
Nov 4, 2024
LLM + Static Analysis ➡️ Static Bug Detection 🔥🔥🔥 Curious how LLM can enhance traditional static analysis in bug detection? Very excited to share our work INFERROI just accepted at ICSE 2025! @ICSEconf arxiv.org/pdf/2311.04448 [1/N]
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Yiling Lou
@yiling__LOU
Dec 6, 2023
🏆 Excited to share that our work "Recommending Analogical APIs via Knowledge Graph Embedding" received the ACM @sigsoft Distinguished Paper Award at @fseconf 2023! With Mingwei (@mliu918351), Yanjun, Xin (@XinPeng_Fudan), Zhong, Xueying (@dudulemon_dddd), and Tianyong!
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Yiling Lou
@yiling__LOU
May 19, 2023
I’m chairing the session “Pre-trained and few-shot learning for SE”@ICSEconf . It’s starting now. Welcome to room 103
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Yiling Lou
@yiling__LOU
Apr 18, 2024
Pls join us on April 20 at llm4code workshop co-located with icse24, if you are interested in llm for code! @LingmingZhang @devanbu Lintan @llm4code
Lingming Zhang
@LingmingZhang
Apr 18, 2024
Very excited to share the 1st @llm4code workshop has attracted 170+ registrations! If you’re at @ICSEconf and interested in LLMs, pls join us on April 20, we have 24 presentations and two keynotes on Code Llama (@b_roziere) and StarCoder2 (@LoubnaBenAllal1)! #icse24 #llm4code
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Yiling Lou
@yiling__LOU
Dec 19, 2023
We are currently working on finalizing the benchmark and running more recent code models on ClassEval. Feel free to try ClassEval and help us improve this class-level code generation benchmark :)
Mingwei Liu
@mliu918351
Dec 15, 2023
Great news! Our paper on evaluating LLMs for class-level code generation is accepted at ICSE @ICSEconf! Congrats to Xueying @dudulemon_dddd for leading! 🎉 Check our paper: [arxiv.org/pdf/2308.01861…] & ClassEval benchmark: [huggingface.co/datasets/Fudan…]. #ICSEAccepted #ClassEval #LLMs
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Yiling Lou
@yiling__LOU
Nov 12, 2024
🚨Just one week left to submit to #LLM4Code25!(Co-located with ICSE) We also offer a non-archival option, if selected, your camera-ready will be shared only on our workshop website, not the proceedings (no need to worry about double submission if you have other submission plan)
LLM4Code
@llm4code
Oct 14, 2024
📢Announcing the 2nd workshop on #LLM4Code, co-located with @ICSEconf 2025 in Ottawa, Canada 🇨🇦! 🎯We are calling for submissions: 🌟Website: llm4code.github.io 🌟Deadline: Nov 18, 2024 🌟8-page research paper / 4-page position paper (including references) 🚀Calling for
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Yiling Lou
@yiling__LOU
Jul 14, 2025
🚨 10 days left to submit to AIware 2025! 🏆🏆The best full-length papers will be recognized with an ACM SIGSOFT Distinguished Paper Awards
AIware 2025
@AIwareConf
Jun 26, 2025
📢 Call for Papers We invite submissions on the future of software in the FM era, including AI-powered development practices, LLMOps, trust, and SE education. 📄 Submission types: full papers, short papers, and literature reviews. 🔗 Full CFP: 2025.aiwareconf.org/track/aiware-2…
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Yiling Lou
@yiling__LOU
Jan 16, 2024
Congratulations to all the authors! Looking forward to seeing you in Lisbon
LLM4Code
@llm4code
Jan 15, 2024
🎉 We just sent out the notifications for the first LLM4Code workshop! Congratulations to all authors of the 25 accepted papers! 🚀 Stay tuned at llm4code.github.io as we'll soon release the detailed paper list along with preprints! #LLM4Code2024 #ICSE24 @ICSEConf
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Yiling Lou
@yiling__LOU
Mar 16, 2024
We are very happy to have @LoubnaBenAllal1 and @b_roziere for the keynotes on StarCoder2 and Code Llama. Please register for LLM4Code workshop at ICSE’24 @ICSEconf conf.researchr.org/program/icse-2… Join us on April 20th in Lisbon :)
LLM4Code
@llm4code
Mar 16, 2024
Introducing keynote speakers of #LLM4Code @ICSEconf! 🔊"Open development of Large Language Models for code with BigCode and StarCoder2" by @LoubnaBenAllal1 from @HuggingFace 🔊"Code Llama: Open Foundation Models for Code" by @b_roziere from @Meta Don't miss these great talks!
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Yiling Lou
@yiling__LOU
Apr 8, 2025
Replying to @chengyuzh @lborouniversity and 2 others
Congratulations Chengyu!
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Yiling Lou
@yiling__LOU
Sep 9, 2024
Replying to @yiling__LOU
For human-agent collaboration in SE tasks, we find that they mainly interact with each other during the planning, requirement, development or the evaluation phases.
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Yiling Lou
@yiling__LOU
Sep 9, 2024
Replying to @yiling__LOU
w/ @nineteen_nov @KaixinWang56787 @FloridaSpider @XinPeng_Fudan @ZhenpengChen18 @LingmingZhang
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