Researching AI for Software Engineering, LLM-assisted program analysis, API compatibility, framework evolution | MS @ Chongqing University

Chongqing China
Hey @claudeai, feature request for the Claude Code desktop app: let us connect to a remote server over SSH directly, like VS Code Remote-SSH. Right now I run claude remote-control in tmux on my uni server as a workaround. It works, but native SSH would be so much smoother 🙏
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Hey @claudeai , feature request for the Claude Code desktop app: let us connect to a remote server over SSH directly, like VS Code Remote-SSH. Right now I run claude remote-control in tmux on my uni server as a workaround. It works, but native SSH would be so much smoother 🙏
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英語論文執筆におけるAIっぽい表現を修正するスキル”Humanizer academic”マイナーアップデート github.com/matsuikentaro1/hu… 最近のGPTやClaudeはcoding agentとして最適化された結果?人間には読みにくい言葉遣いが多い…このスキル使うとちょっとマシになります(中華圏でよく使ってもらえてるっぽい)
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I’ve started my Master's in Software Engineering at Chongqing University ( @CQU1929 ), China. Looking forward to sharing my research progress.
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ETH Zurich(苏黎世联邦理工学院) 把 2026 年整门机器人学习课公开了。不是精简版网课。 是正课本身:课件、课堂录像、编程作业、GitHub 仓库全在。 课程从模仿学习、强化学习一路讲到 Vision-Language-Action 模型和机器人基础模型。 客座包括 Physical Intelligence 联合创始人 Quan Vuong、Diffusion Policy 作者 Cheng Chi、Dieter Fox 等一线研究者。 12 周。 免费。 不用注册。 主讲人是 Oier Mees 和 ETH Zurich 团队。想搞清楚机器人智能真正在往哪走,这就是这个领域现在在用的那份清单。 课程首页:cvg.ethz.ch/lectures/Robot-L…
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Hi all, I wrote a guide to applying to PhD programs based on my own experiences. I hope it is a helpful resource! pz1729.substack.com/p/guide-…
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Suresh retweeted
We just killed Exa, Tavily, SerpAPI, and Brave. Your agent can now search & fetch any webpage for 100% FREE. Them: $7 per 1,000 searches. Us: $0. No subscriptions, no quotas. Humans search Google for free. Agents shouldn't have to pay either. Made possible by @Tiny_Fish and @MonidHQ.
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Suresh retweeted
50 websites that feel like the internet’s hidden toolbox 🧰 1. unpaywall.org — Free research papers 2. openlibrary.org — Borrow books online 3. doaj.org — Free academic journals 4. alternativeto.net — App alternatives 5. justwatch.com — Find where to stream 6. archive.org — Internet archives 7. gutenberg.org — 70K+ free books 8. openstax.org — Free textbooks 9. openculture.com — Free courses 10. wolframalpha.com — Solve complex problems 11. photopea.com — Photoshop alternative 12. squoosh.app — Compress images 13. remove.bg — Remove backgrounds 14. cleanup.pictures — Remove objects 15. unscreen.com — Remove video backgrounds 16. carbon.now.sh — Beautiful code images 17. ray.so — Code screenshots 18. shots.so — Product mockups 19. smartmockups.com — Create mockups 20. haveibeenpwned.com — Check data breaches 21. virustotal.com — Scan files & URLs 22. privnote.com — Self-destructing notes 23. temp-mail.org — Temporary email 24. file.io — Temporary file sharing 25. archive.ph — Save webpages 26. similarsites.com — Find similar websites 27. radio.garden — Explore global radio 28. everynoise.com — Discover music genres 29. tunefind.com — Find songs from shows 30. musicforprogramming.net — Focus music 31. mynoise.net — Custom background sounds 32. coffitivity.com — Café ambience 33. elicit.org — Research assistant 34. consensus.app — Research-backed answers 35. connectedpapers.com — Research connections 36. semanticscholar.org — Academic search 37. scispace.com — Understand research papers 38. summarize.tech — YouTube summaries 39. phind.com — AI for developers 40. regex101.com — Test regex 41. codebeautify.org — Format code 42. jsonformatter.org — Format JSON 43. explainshell.com — Understand terminal commands 44. raindrop.io — Bookmark manager 45. downdetector.com — Check outages 46. tineye.com — Reverse image search 47. fast.com — Internet speed test 48. smallpdf.com — PDF tools 49. ilovepdf.com — Merge/split PDFs 50. 10minutemail.com — Temporary email Save this. You’ll definitely need some of these later. 🔖 Follow @I_AM_AYASHA for more useful websites, AI tools & tech resources. 🚀
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If I were hiring a PhD student today, these are the emails I’d reply to. Most emails begin by telling me how much they admire my research. That doesn’t help me. Tell me which assumption in my recent work caught your attention. Tell me which limitation you’d want to test. Tell me where your own research unexpectedly overlapped with mine. Within a few sentences, I know whether you’ve read a paper or understood a research programme. The second thing I look for is whether you understand your own work. Don’t tell me you used CRISPR, RNA-seq, or machine learning. Tell me why you chose that method over another. Tell me what failed. Tell me what you would do differently if you repeated the study. Methods can be taught. Scientific judgement cannot. Finally, I ask myself one question: “Can I already imagine this person discussing data at our lab meeting?” Very few emails answer that question. The strongest ones don’t sound like requests for supervision. They sound like the beginning of a collaboration. That’s why they get a reply. If your emails aren’t getting responses, the problem usually isn’t your English or your CV. It’s that you’re introducing yourself instead of introducing your thinking. DM me “Email” if you want me to review your outreach the way a PI actually reads it.
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TimeLens2-8B reports 48.0 average mIoU across seven temporal grounding benchmarks.
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Against Qwen3-VL-4B, TimeLens2-4B raises mIoU: VUE-TR from 33.6 to 53.2, VUE-TR-V2 from 20.3 to 48.1, MomentSeeker from 15.3 to 27.9.
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