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25 Results
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Workshop
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LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction Andre Niyongabo Rubungo · Kangming Li · Jason Hattrick-Simpers · Adji Bousso Dieng |
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Workshop
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A Geometric Foundation Model for Crystalline Material Discovery Shengchao Liu · Divin Yan · weitao Du · Zhuoxinran Li · Zhiling Zheng · Omar Yaghi · Christian Borgs · Hongyu Guo · Animashree Anandkumar · Jennifer Chayes |
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Affinity Event
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Known Unknowns: Out-of-Distribution Property Prediction in Materials Nofit Segal · Aviv Netanyahu · Rafael Gomez-Bombarelli · Pulkit Agrawal |
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Workshop
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Known Unknowns: Out-of-Distribution Property Prediction in Materials Nofit Segal · Aviv Netanyahu · Rafael Gomez-Bombarelli · Pulkit Agrawal |
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Workshop
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Sat 14:42 |
Known Unknowns: Out-of-Distribution Property Prediction in Materials and Molecules Nofit Segal · Aviv Netanyahu · Kevin P. Greenman · Pulkit Agrawal · Rafael Gomez-Bombarelli |
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Workshop
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MolKD: Distilling Cross-Modal Knowledge in Chemical Reactions for Molecular Property Prediction Liang Zeng |
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Poster
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Thu 16:30 |
Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms Marc Wanner · Laura Lewis · Chiranjib Bhattacharyya · Devdatt Dubhashi · Alexandru Gheorghiu |
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Workshop
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A Large Encoder-Decoder Polymer-Based Foundation Model Eduardo Soares · Nathaniel Park · Emilio Vital Brazil · Victor Yukio Shirasuna |
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Affinity Event
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Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals Mrigi Munjal · Jaewan Lee · Changyoung Park · Sehui Han |
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Poster
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Wed 16:30 |
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang · Qiang Liu · Shaozhen Liu · Xin Sun · Shu Wu · Liang Wang |
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Workshop
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Beyond Sequence: Impact of Geometric Context for RNA Property Prediction Junjie Xu · Artem Moskalev · Tommaso Mansi · Mangal Prakash · Rui Liao |
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Poster
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Thu 16:30 |
Instructor-inspired Machine Learning for Robust Molecular Property Prediction Fang Wu · Shuting Jin · Siyuan Li · Stan Z. Li |