Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo! Big thanks to Prof. Ahmed Hassan, Jack Jiang & Kamei Yasutaka for organizing this incredible event

MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &  Kamei Yasutaka for organizing this incredible event

Introducing Nova, a series of foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

In the Agentic AI era, tests are the new specs! 🚀Check out our TENET work on code generation, Pass@1: 69.08% (RepoCod), 81.77% (RepoEval), with +9.5% & +2.2% over top agentic baselines. Paper: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration @PurdueCS @cerias

Lin0Tan's tweet image. In the Agentic AI era, tests are the new specs! 🚀Check out our TENET work on code generation, Pass@1: 69.08% (RepoCod), 81.77% (RepoEval), with +9.5% & +2.2% over top agentic baselines.
Paper: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration @PurdueCS @cerias

Curious about how tests can guide the entire code generation process, not just validate it afterward? 🚀 Check out TENET, our test-driven LLM agent for repository-level code generation! 🔗 Paper Link: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration

huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration


All LLMs including GPT-4o achieve < 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark: - Repository-level context - Whole function generation - Validation with test cases - 980 instances from 11 Python projects #LLM #LLM4Code

Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code

🚀 We’re hiring PhD Applied Scientist Interns (Summer 2026) to work on automated kernel optimization, leveraging reinforcement learning, multi-agent systems, and more! 💡 Apply here: amazon.jobs/en/jobs/305100… 📧 Send your resume to [email protected] #LLMs #LLM4Code #Internship


Curious about how tests can guide the entire code generation process, not just validate it afterward? 🚀 Check out TENET, our test-driven LLM agent for repository-level code generation! 🔗 Paper Link: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration

huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration

🎉 Excited to announce that our paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" has won the Distinguished Paper Award at #CCS2024! I'll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code
danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

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

LingmingZhang's tweet image. 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

@katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”! Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications! @ConfForge

MalihehIzadi's tweet image. @katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”!

Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications!
@ConfForge

Which LLM do you use or prefer? FOR ME! I use most for different tasks. It depends on what I'm doing or what I'm working on. #LLMs #LLM4Code #developer #DeveloperCommunity

JinrixXCloud's tweet image. Which LLM do you use or prefer? FOR ME! I use most for different tasks. It depends on what I&apos;m doing or what I&apos;m working on. #LLMs #LLM4Code #developer #DeveloperCommunity

Prompting is an underrated skill. You think you know it, but you can do better always 🤷🏽‍♂️ #AIAgent #LLM4Code #LLM


Phd position. PhD Applied Scientist Interns (Summer 2026) to work on automated kernel optimization, leveraging reinforcement learning, multi-agent systems, and more! 💡 Apply here: amazon.jobs/en/jobs/305100… 📧 Send your resume to [email protected] #LLMs #LLM4Code #Internship


I read a post today that exactly resembled typical developer behavior Asking same question to chatgpt,Claude,Gemini,Deepseek pasting all their responses and then deciding the best code by opening the code in 5 different editors😅 #LLM4Code #agenticAi


Govt all over the world should work on some frame work on reduction of work force to restrict below 5% per year this allow economies to observe this impact #Transformers #LLM4Code #GuruNanakJayanti #pappu #huggingface


@aalkaswan1 presenting our recent @ICSEconf work with @avandeursen on “Traces of Memorisation in Large Language Models for Code” in the final ICSE session on language models and code generation! @AISE_TUDelft @serg_delft #llm #llm4code #ICSE2024

MalihehIzadi's tweet image. @aalkaswan1 presenting our recent @ICSEconf work with @avandeursen on “Traces of Memorisation in Large Language Models for Code” in the final ICSE session on language models and code generation!

@AISE_TUDelft @serg_delft 
#llm #llm4code #ICSE2024

AI can ship your MVP. But it can’t design your architecture. Fundamentals are the new 10x skill. 💥 #LLMs #LLM4Code


AI world is getting better and better and better … #LLMs #LLM4Code

We've raised $100M from Kleiner Perkins, Index Ventures, Lightspeed, and NVIDIA. Today we're introducing Sonic-3 - the state-of-the-art model for realtime conversation. What makes Sonic-3 great: - Breakthrough naturalness - laughter and full emotional range - Lightning fast -…



I read a post today that exactly resembled typical developer behavior Asking same question to chatgpt,Claude,Gemini,Deepseek pasting all their responses and then deciding the best code by opening the code in 5 different editors😅 #LLM4Code #agenticAi


Hey,most of us do vibe coding today While the llm writes code what u prefer Looking at the changes😊 Scrolling reels😅 Which category you are? #vibecoding #LLM4Code #Development


A prompt that will save you hours: "Break this plan into units that can be implemented within one hour by a junior developer" #AI #LLMs #LLM4Code #ClaudeCode #AIAssistedEngineering


Vibe coding’ is risky. A senior developer can spend days refactoring to fix technical debt, and then the business team uses Cursor to make user-requested changes without asking the senior dev to review. The result is spaghetti code and the cycle never ends. #LLM4Code #vibecoding


Prompting is an underrated skill. You think you know it, but you can do better always 🤷🏽‍♂️ #AIAgent #LLM4Code #LLM


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