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Lin Tan Profile
Lin Tan

@Lin0Tan

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Elmore New Frontiers Professor @PurdueCS, Amazon Scholar @awscloud | Ex @Meta @UWaterloo @IllinoisCS @MSFTResearch @IBMResearch | #SE #LLM4Code #AI #Security

Joined August 2024
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@Lin0Tan
Lin Tan
1 year
Can #LLMs replace developers? Introducing RepoCod-Lite 🐟 for faster evaluation to answer this: 200 of the toughest #RepoCod #code-generation tasks: - GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks - Leaderboard https://t.co/DRPs3attHb - 67
@Lin0Tan
Lin Tan
1 year
Can language models replace developers? RepoCod says “Not Yet”, because GPT-4o and other LLMs have <30% accuracy/pass@1 on real-world method-level code generation tasks. Leaderboard https://t.co/DRPs3attHb #LLM4code #LLM #CodeGeneration #Security @cerias @PurdueScience
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@Lin0Tan
Lin Tan
6 hours
Thank you, @tan_hwei! 😊
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@Lin0Tan
Lin Tan
1 day
Thank you, @ruqi_zhang!
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@Lin0Tan
Lin Tan
2 days
Thank you, @yiling__LOU, @songlinhai!
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@Lin0Tan
Lin Tan
2 days
@shi_weiyan Thank you!
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@Lin0Tan
Lin Tan
2 days
@haozhangml, Thank you!
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@Lin0Tan
Lin Tan
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@Lin0Tan
Lin Tan
4 days
Honored & humbled to be named an #IEEE Fellow “for contributions to software text analytics, software–AI synergy, and software reliability. Grateful to @NachiNagappan, endorsers, students, colleagues, collaborators, and family. https://t.co/DuHdzSHGlY @IEEEorg @PurdueCS @cerias
ieee-org.widen.net
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@Lin0Tan
Lin Tan
11 days
At #NeurIPS? Come by our CoRe (✨ Spotlight) poster on #LLM code-#reasoning capabilities and meet my student Danning (@danning_x). She‘ll be in Exhibit Hall C/D/E on Fri, Dec 5, 4:30–7:30 p.m. PST. Stop in if you’re around! @PurdueCS @NeurIPSConf @cerias
@Lin0Tan
Lin Tan
2 months
Can LLMs reason about code? Our CoRe🥑 (NeurIPS 2025 Spotlight✨) shows that LLMs identify dependencies well, but still struggle with deeper semantic reasoning and multi-step trace generation. 🔗 https://t.co/A95SuogUcy #NeurIPS2025 #LLMs #reasoning @PurdueCS
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@tianyin_xu
Tianyin Xu
18 days
Working on recommendation letters for students applying for PhD/MS. Multiple sources say this year will be tough, as PhD/MS openings will be fewer especially in traditional CS/ECE areas, e.g., not AI related [1]. My suggestion is to apply more broadly and more targetedly. There
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linkedin.com
Anyone knows what will be the trend on the number of PhD positions in the upcoming season? I have several outstanding undergraduate students and MS students who are applying for PhD programs; sadly I...
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@omarsar0
elvis
2 months
LLMs can get "Brain Rot"! Continual pretraining on junk, high-engagement web text causes lasting "cognitive decline" in LLMs, reducing reasoning, long-context, and safety performance. The main failure mode is thought-skipping, where models skip reasoning steps and adopt “dark”
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@WuTsaiYale
Wu Tsai Institute | Yale University
24 days
The Wu Tsai Institute at Yale University is hiring! Two faculty searches are now open: Open-rank, Neurocomputation Deadline: December 1, 2025 Learn more + apply: https://t.co/zCsH30FKY9 Senior Search, Neurodevelopment Rolling review Learn more + apply: https://t.co/JiQ439f5pm
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@Lin0Tan
Lin Tan
28 days
Our RepoCod paper has been accepted to the ACL 2025 Main Conference.
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@Lin0Tan
Lin Tan
28 days
Second round application deadline: Dec 4th AoE for attending the ICSE 2026 student mentoring workshop https://t.co/RdsfCQ0KnU. #ICSE2026 #SMeW @ICSEconf Some funding is available to defray travel costs for some students, subject to the availability of funds.
@Lin0Tan
Lin Tan
2 months
Want to go to Brazil with travel support? 🇧🇷✈️ Check out #SMeW — a great opportunity for students to learn, connect & grow! I co-chaired its 2019 launch (with Lori Pollock & Christian Kästner, supported by #ICSE19 General Chair @JoAtlee) and coined the name (yes, the duck 🦆)!
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@yuejiec
Yuejie Chi
1 month
This will be presented as an oral talk at NeurIPS Workshop Efficient Reasoning! Stop by to listen to Harry if you plan to attend NeurIPS. Harry is also on the job market this year! @Real_HDong
@Real_HDong
Harry Dong
2 months
1/🧵 🎉Introducing Bridge🌉, our parallel LLM inference scaling method that shares info between all responses to an input prompt throughout the generation process! Bridge greatly improves the quality of individual responses and the entire response set! 📜 https://t.co/qL39PrzJL5
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@bariskasikci
Baris Kasikci
1 month
🚀 Join us at the Paul G. Allen School of Computer Science & Engineering at The University of Washington! We’re hiring tenure-track faculty at all ranks across computer science and computer engineering. 📢 You’ll engage with outstanding, motivated students and colleagues in one
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@awscloud
Amazon Web Services
1 month
Announcing a new multi-year, strategic partnership with @OpenAI that will provide our industry-leading infrastructure for them to run and scale ChatGPT inference, training, and agentic AI workloads. This partnership will enable OpenAI to run its advanced AI workloads on AWS’s
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@ProtonPrivacy
Proton
1 month
Last chance to turn it off. On Monday, November 3rd, Microsoft will start using your LinkedIn data for AI training. And remember, you're opted in by default. To toggle it off 👉 Account - Settings & Privacy > Data privacy > Data for Generative AI Improvement.
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@LingmingZhang
Lingming Zhang
2 months
⏰ 3 days left to submit to #LLM4Code2026 (co-located with @ICSEconf 2026)! Pls submit by Oct 31: https://t.co/TdfOMMXw7V We hope to create a platform for researchers/practitioners to discuss the latest in LLMs/Agents for Code across diverse fields: SE, PL, ML, and beyond.
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llm4code.github.io
ICSE 2026 Workshop on Large Language Model for Code
@Lin0Tan
Lin Tan
2 months
Excited to announce the 3rd LLM4Code workshop collocated with ICSE26 @ICSEconf in Rio, Brazil🇧🇷! 🌟Website: https://t.co/vD4NQSmKcl 🌟Deadline: Oct 31 🌟8-page research paper/4-page position paper (including references) @LingmingZhang @yiling__LOU @devanbu @Kexin_Pei @llm4code
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@ast_eth
AST Lab ETH Zurich
2 months
Congratulations to Vu Le, @Chengnian& @zhendongsu on receiving the Most Influential OOPSLA Paper Award at #SPLASH2025 for their OOPSLA'15 paper "Finding Deep Compiler Bugs via Guided Stochastic Program Mutation"! 📽️Award presentation: https://t.co/zanFafAe1i @CSatETH @splashcon
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