KnowledgeLM Workshop
@lm_knowledge
Towards Knowledgeable Language Models @ ACL 2024 Workshop
World Model Reasoning for VLM Agents (NeurIPS 2025, Score 5544) We release VAGEN to teach VLMs to build internal world models via visual state reasoning: - StateEstimation: what is the current state? - TransitionModeling: what is next? MDP → POMDP shift to handle the partial…
Super grateful to you @hengjinlp, always seeing possibilities in me before I did. I learned a good advisor makes students feel I can think bigger and I can do it. I hope to pass this forward to my own students!
Congratulations to our very own Manling Li @ManlingLi_ for being named as Innovator Under 35 by MIT Technology Review! @siebelschool
Honored to be named as MIT TR 35 Under 35 @techreview. Couldn’t have done this without the best PhD advisor @hengjinlp, my academic home @siebelschool, and the most supportive postdoc mentors @jiajunwu_cs @drfeifei @StanfordAILab @StanfordHAI, my forever mentor Shih-Fu Chang,…
Today in The Download, our daily newsletter: Introducing our 35 Innovators Under 35 list for 2025 trib.al/Yz17AtP
🧵 Academic job market season is almost here! There's so much rarely discussed—nutrition, mental and physical health, uncertainty, and more. I'm sharing my statements, essential blogs, and personal lessons here, with more to come in the upcoming weeks! ⬇️ (1/N)
MindCube is the result of a joint effort of @NorthwesternEng @StanfordAILab @StanfordHAI @StanfordSVL @NYU_Courant @uwcse. Huge thanks to project leader @qineng_wang @Baiqiao_Yin and our incredible team @drfeifei @jiajunwu_cs @sainingxie @RanjayKrishna @HanLiu @WilliamZhangNU…
What is the difference between spatial reasoning and text-based reasoning?
Can VLMs build Spatial Mental Models like humans? Reasoning from limited views? Reasoning from partial observations? Reasoning about unseen objects behind furniture / beyond current view? Check out MindCube! 🌐mll-lab-nu.github.io/mind-cube/ 📰arxiv.org/pdf/2506.21458…
[KnowledgeLM @ ACL24] @lm_knowledge 🚨 Update: We've extended the paper submission deadline to May 30 to accommodate COLM review releasing. 📢 We welcome submissions of Finding papers to present at our workshop! We have lined up wonderful speakers, and we are eager to engage…
![ManlingLi_'s tweet image. [KnowledgeLM @ ACL24] @lm_knowledge
🚨 Update: We've extended the paper submission deadline to May 30 to accommodate COLM review releasing.
📢 We welcome submissions of Finding papers to present at our workshop!
We have lined up wonderful speakers, and we are eager to engage…](https://pbs.twimg.com/media/GOKe1mxbUAAWKq5.jpg)
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