Andy Zhou
@zhouandy_
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cofounder @IntologyAI | prev @aiatmeta @UofIllinois
San Francisco, USA
Joined August 2016
Join @IntologyAI x @askalphaxiv on 8/8 at 11 am PST to hear @james_y_zou (Stanford) discuss his work on automated scientific research with AI agents! Most recently, The Virtual Lab, which discovered new SARS-CoV-2 nanobodies. 🧑🔬🔥.
lu.ma
About Event 🔬 AI4Science on alphaXiv 🗓 Friday August 8th 2025 · 11AM PT 🎙 Featuring James Zou 💬 Casual Talk + Open Discussion 🎥 Zoom:…
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RT @jiaxinwen22: Most promising-looking AI research ideas don’t pan out, but testing them burns through compute and labor. Can LMs predict….
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Thanks @SpecterHQ for including @IntologyAI as a hot startup! 💪.
🔥 Hottest Startups of May 2025 . Each month, we use the 'Hot Signals' feature within @SpecterHQ to highlight the companies and talent attracting the most interest from VC firms.
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We’re rolling out Zochi in stages—starting with a limited beta. 1️⃣ First up: a coscientist to help identify directions, generate hypotheses, draft proposals, and design experiments. 2️⃣ Next: end-to-end research automation suite. Learn more here!.
intology.ai
Studying Intelligence, Fashioning Scientists | Advancing the scientific method through Artificial Scientists.
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Zochi’s paper developed a novel tree search algorithm for jaibreaking, scoring in the top 8.2% of all ACL submissions based on meta-review scores.
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Announcing the first fully AI-generated scientific discovery to pass the highest level of peer review – the main track of an A* conference (ACL 2025). Several groups have shown AI-generated work at workshops, but main conference acceptance is a far higher bar. While workshops
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RT @askalphaxiv: 🚨Prompt-to-A* Publication has been achieved. 🤖🔬A fully AI-generated research paper has been accepted to the main conferenc….
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RT @IntologyAI: The 1st fully AI-generated scientific discovery to pass the highest level of peer review – the main track of an A* conferen….
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RT @IntologyAI: 🇸🇬✈️Come check out Zochi's work at #ICLR2025 — and a big congrats for their first citation 😉🎉. We thank the workshop organi….
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RT @EasonZeng623: AIR-Bench is a Spotlight @iclr_conf 2025! . Catch our poster on Fri, Apr 26, 10 a.m.–12:30 p.m. SGT (Poster Session 5).….
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RT @whoisnnamdi: For the 2nd episode in my new interview series, I'm releasing this conversation @zhouandy_, an AI researcher and co-founde….
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Congrats Zochi!.
📰 Zochi @ ICLR 2025!. After productive discussions with the workshop organizers that accepted Zochi's work, we are pleased to announce that all work produced by Zochi has been approved for presentation at ICLR 2025. Intology reps will present on Zochi’s behalf. As requested by.
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RT @askalphaxiv: 🚨 @IntologyAI releases Zochi, an Artificial Scientist that produced multiple accepted papers at ICLR 2025 workshops, prese….
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RT @qingyun_wu: 🧠 AG2's ReasoningAgent gets even smarter in v0.6!. Two weeks after launch, we're adding powerful new search strategies:.- M….
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RT @xun_aq: Code agents are great, but not risk-free in code execution and generation!. 🎯 We propose RedCode, an evaluation platform to com….
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We evaluated KnowGraph on two real-world datasets: an eBay marketplace dataset for collusion detection and the LANL network event dataset for intrusion detection. Our results show significant improvements over state-of-the-art baselines.
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KnowGraph combines multiple GNN models with a probabilistic logical reasoning component to improve detection performance, especially in challenging scenarios with extreme class imbalance and heterogeneous data.
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In this work, we introduce KnowGraph, a neurosymbolic framework that integrates domain knowledge with graph neural networks for enhanced anomaly detection on large-scale graphs.
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