Zaiqiao Meng
@mengzaiqiao
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Founder & CEO @HowOneAI | We deliver production-ready Agentic AI apps that truly work! Founder at https://t.co/NYEd2crBti Aff. Lect. @CambridgeLTL | ExLect. @GlasgowCS
Glasgow, Scotland
Joined October 2017
Self-Evolving AI Agents are about to blow up ππ₯ New Survey Alert π¨ From static LLMs β‘οΈ lifelong, adaptive agents π±π€ A Comprehensive Survey of Self-Evolving AI Agents... β your roadmap to the future of AI that learns & evolves after deployment! π‘ https://t.co/TBYfLLdaD1
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The HowOne AI team is thrilled to be at #EMNLP2025 in Suzhou @emnlpmeeting ! Weβre showcasing how one person can build a fully functional & self-evolving Agentic AI App β from frontend to backend to workflow β using just a natural language prompt. No coding. No drag & drop.
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Heading to Suzhou for @emnlpmeeting . This time, I am with different roles, and will be excited to discuss with more old and new friends. Come by our work presentations and chat with us π€#EMNLP2025
Heading to #EMNLP2025 next Tuesday β Suzhou, here we come! π Excited to share that the AI4BioMed Lab (led by @mengzaiqiao& @jakelever0) has four papers accepted this year!π Come chat with us!π @JinyuanF, @_xizhang, @Zhaohan_Meng, @XinhaoYi, @TedSiwei and @mengzaiqiao
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π HowOne = One Prompt β Real Multi-Modal App I built an image editing app that: πΌ Accepts image uploads π¬ Takes natural language prompts π¨ Edits images instantly β here, a side-facing cartoon turned front-facing. Multi-modal input, fully functional UI, backend & agentic
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It has now received 2k βοΈ stars on GitHub!π The next generation of AI Agents should be self-evolving!π
π Excited to share that EvoAgentX, the worldβs 1st open-source self-evolving framework for AI Agents, has been accepted at EMNLP 2025 (Demo Track)! It now received β 1.4k stars on GitHub: https://t.co/XrvxxjVwp4 π Weβll be presenting it in Suzhou. @EvoAgentX
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πΈ New Preprint Out! If you already have a SOTA Radiology MLLM, why bother training it again? Especially when new data are scarce and GPUs are even scarcer - that's a frustrating dilemma. π We introduce a training-free and retrieval-free inference framework that boosts
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Our survey paperβs GitHub repo just hit βοΈ1K stars! ππ ---> https://t.co/6xZchrT0EY
Self-Evolving AI Agents are about to blow up ππ₯ New Survey Alert π¨ From static LLMs β‘οΈ lifelong, adaptive agents π±π€ A Comprehensive Survey of Self-Evolving AI Agents... β your roadmap to the future of AI that learns & evolves after deployment! π‘ https://t.co/TBYfLLdaD1
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Guibin's talk will be happening in five minutes. Please come and join the discussion with Guibin.
π EvoAgentX Talk β From LLM to Automated Agents: The Power of Agentic RL, join us this Sunday! π
Date & Time: Sep 28 2025, Sunday, 4:30 PM (Beijing Time) π Join Here: Zoom Link https://t.co/jhvDiKwbuT or Meeting ID: 862 8273 5663, Passcode: 396325 ποΈ Session Overview
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π EvoAgentX Talk β From LLM to Automated Agents: The Power of Agentic RL, join us this Sunday! π
Date & Time: Sep 28 2025, Sunday, 4:30 PM (Beijing Time) π Join Here: Zoom Link https://t.co/jhvDiKwbuT or Meeting ID: 862 8273 5663, Passcode: 396325 ποΈ Session Overview
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β¨ EvoAgentX Community Call β this Sunday! β¨ Weβre excited to invite you to our official open-source community meeting π When: Sunday, 9:30 AM (UK time) π Where: Zoom ID: 862 8273 5663 Passcode: 396325 Over the past months, weβve been working hard to evolve EvoAgentX from
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π Revolutionizing Multimodal Knowledge Management: EvoAgentX makes AI go beyond text! https://t.co/uaShEFQrWI Want your agents to see images, read text, and answer questions with both? Our multimodal RAG workflow makes it real. Workflow Overview Our example demonstrates the
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Hello X! π EvoAgentX v0.1.0 is live β and it redefines how agentic AI gets built, optimized, and shipped. Stop hand-wiring brittle pipelines. With EvoAgentX, agents build themselves from a single goal, then evaluate and evolve to keep getting better. * Whatβs inside v0.1.0 :
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π Excited to share that EvoAgentX, the worldβs 1st open-source self-evolving framework for AI Agents, has been accepted at EMNLP 2025 (Demo Track)! It now received β 1.4k stars on GitHub: https://t.co/XrvxxjVwp4 π Weβll be presenting it in Suzhou. @EvoAgentX
github.com
π EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents - EvoAgentX/EvoAgentX
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Thanks for sharing @omarsar0 . Check out the paper here: https://t.co/IlvSQAwsSa , and explore more in this curated list of essential papers on Self-Evolving AI Agents: https://t.co/6xZchrSsPq π The list will be continuously updated and maintained! @EvoAgentX
github.com
[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems - EvoAgentX/Awesome-Self-Evolving-Agents
Overview of Self-Evolving Agents There is a huge interest in moving from hand-crafted agentic systems to lifelong, adaptive agentic ecosystems. What's the progress, and where are things headed? Let's find out:
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My past grant proposals have turned into reality so quickly β just one year! Canβt imagine what the next five years will bring. π https://t.co/RsnU9rppK6
https://t.co/dp3fxPOdei --> @EvoAgentX
mengzaiqiao.github.io
This project envisions a future where AI systems are more capable, versatile, and continually improving, driving progress across various fields. Building on this, our project, named Sella, aims to...
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βοΈ Star this repo and access a handpicked list of essential papers on Self-evolving AI Agents:
github.com
[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems - EvoAgentX/Awesome-Self-Evolving-Agents
Self-Evolving AI Agents are about to blow up ππ₯ New Survey Alert π¨ From static LLMs β‘οΈ lifelong, adaptive agents π±π€ A Comprehensive Survey of Self-Evolving AI Agents... β your roadmap to the future of AI that learns & evolves after deployment! π‘ https://t.co/TBYfLLdaD1
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3 out of 4 papers accepted at @emnlpmeeting #EMNLP2025 π Congrats to @XinhaoYi, Zhaohan Meng, @Auss_Abbood, and all the others coauthors! The remaining one ( https://t.co/s60VSTWqJd) wasnβt accepted this time, but itβs still a strong piece of work, and is included in @EvoAgentX!
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