Sharven Wong
146 posts

Sharven Wong
@SharvenW
Assistant Professor in Software Engineering. Once a visiting scholar at Southern University of Science and Technology (Shenzhen).
China Katılım Nisan 2022
471 Takip Edilen288 Takipçiler

🎉Happy to share that our paper “RulePilot: An LLM-powered Agent for Security Rule Generation and Conversion” has been accepted by ICSE’26. This work helps SOC centers to address operational needs with the powerful GenAI techniques.
Open-sourced: github.com/LLM4SOC-Topic/…
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Our paper "Fault Localization from the Semantic Code Search Perspective" is now abailable on ACM Transactions on Software Engineering and Methodology dl.acm.org/doi/10.1145/37…
Hope you will find it an interesting paper to read!
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🎉 Excited to share our latest work from @Trae_ai Research Team: Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling!
We introduce the first agent-based ensemble reasoning framework for repository-level issue resolution, addressing challenges of large search spaces and repo-scale understanding.
🏆 #1 on SWE-bench Verified (75.2% Pass@1)
🧠 Modular design: generation, pruning, selection
🔬 Strong gains across 3 leading LLMs
🌟 GitHub: github.com/bytedance/trae…
📄 Paper: arxiv.org/abs/2507.23370
Huge thanks to everyone who contributed and supported this journey!
#AI #LLM #SoftwareEngineering #SWEbench #OpenSource #Trae



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@jennytliang Have read this interesting study, but missed the opportunity to meet in Norway
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Can prompts be programs? 📝🤔 In some cases, yes!
In our #FSE25 work, we explore the future of developers writing "natural language programs" by developing a theory of prompt programming.
I'm presenting this work today at 12PM in Cosmos 3B. Come watch or find me during FSE. 👋

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@yscnju A pity missing the opportunity to meet so many old friends in Norway
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@softwaronnie @ConfEASE Congrats! BTW, Is there any list of this year's distinguished reviewers and papers? 😀
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I received the Distinguished Reviewer Award for my contribution to @ConfEASE 2025 in Istanbul. EASE was the first international conference I attended as a master’s student, so being recognized now makes this especially meaningful.

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@NavinaHeyden @yyfxlpqf Glad to hear you are travelling in Shanxi. Will you stay in Taiyuan?
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@yyfxlpqf It's 山西. If I want to refer to 陕西 I would write it like "Shaanxi"
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Back from #NAACL2025 -- where tech met culture in the best way:
- Ethics & trust took important stage: many works felt like a live debate on how we build, not just what.
- Linguistic anthropologists wowed us with stories of endangered dialects -- proof that human context > raw tokens.
- Data-efficiency hacks (think RL-on-thought + edge inference) are quietly cutting cloud bills.
Recharged by Albuquerque's murals, desert light, and extra-hot chile 🌶️, ready to brew new ideas.
What cultural lens do you wish more AI projects embraced?👇




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Sharven Wong retweetledi

Truly humbled and honored to receive the IEEE CS TCSE Rising Star Award. Thanks a lot for the help along the way from my supervisors, referees, students, and co-authors. Will continue to focus on impactful projects about AI4SE and SE4AI. 🎯
tc.computer.org/tcse/awards/

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Sharven Wong retweetledi

As we prepare for #icse2025 in Ottawa, the #icse2026 team is excited to announce that the call for papers for Cycle 1 is open! Deadlines: March 7 (abstracts) & March 14 (submissions). Next year's ICSE will be in Rio de Janeiro (April 12–18). Participate! conf.researchr.org/track/icse-202…

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🚀 Accepted by ICLR’25!
We introduce Integrative Decoding, a novel decoding algorithm to tackle the hallucination problem in LLMs. The core idea is to integrate “self-consistency” into the decoding objective to improve factuality.
✨ Super easy to implement: no training needed, no customized prompt design required. And it has zero restrictions on the generation form, making it a versatile solution for various scenarios.
🧪 We tested it on over a dozen different LLMs and three common benchmarks. The results? Highly stable and significant improvements!
📄 Check out the paper at arxiv.org/pdf/2410.01556
🙏 Big thanks to all our co-authors! @MasterVito0601 @wendyxiao06091 @Yuji_Zhang_NLP @houwenjun060 @xukaish
#ICLR2025 #LLM




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It is an honor to be elected. Looking forward to working w @f_sarro @nellybencomo John Grundy @patricia_lago @ShivaNejati Mike Whalen and Tao Zhang!

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@Chasen86341870 Haha, I have the same feeling. One of my recent submissions was asked to compare with an arxiv paper that was not released at the time we submitted. 😅
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Excited to share 1/2 of my #coling2025 papers: PropaInsight: Toward Deeper Understanding of Propaganda! Huge thanks to my coauthors @JiatengLiu, @May_F1_ and team, and special thanks to @juliahberg, @hengjinlp, @preslav_nakov for their support! Read here: arxiv.org/pdf/2409.18997

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@Fannyjrd_ Wow, 26 with a permanent position. That would be amazing for me!
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