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Workshop/Federated_Learning | https://openreview.net/forum?id=1ww9tjEQVL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis | [
"Connor Mclaughlin",
"Lili Su"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=06quMTmtRV | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models | [
"Sara Babakniya",
"Ahmed Roushdy Elkordy",
"Yahya H. Ezzeldin",
"Qingfeng Liu",
"Kee-Bong Song",
"MOSTAFA EL-Khamy",
"Salman Avestimehr"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=zKDSfGhCoK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Do Personality Tests Generalize to Large Language Models? | [
"Florian Dorner",
"Tom Sühr",
"Samira Samadi",
"Augustin Kelava"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=zBbpEfbuTm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MoPe: Model Perturbation-based Privacy Attacks on Language Models | [
"Jason Wang",
"Jeffrey Wang",
"Marvin Li",
"Seth Neel"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=yOP4RvPpeK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Language Model Detectors Are Easily Optimized Against | [
"Charlotte Nicks",
"Eric Mitchell",
"Rafael Rafailov",
"Archit Sharma",
"Christopher Manning",
"Chelsea Finn",
"Stefano Ermon"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=wKe6jE065x | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Large Language Model Unlearning | [
"Yuanshun Yao",
"Xiaojun Xu",
"Yang Liu"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=v1WL01lgp8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Efficient Evaluation of Bias in Large Language Models through Prompt Tuning | [
"Jacob-Junqi Tian",
"D. Emerson",
"Deval Pandya",
"Laleh Seyyed-Kalantari",
"Faiza Khattak"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=tko8Ln5roY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Dissecting Large Language Models | [
"Nicky Pochinkov",
"Nandi Schoots"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=t6ill8O1bq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Comparing Optimization Targets for Contrast-Consistent Search | [
"Hugo Fry",
"Seamus Fallows",
"Jamie Wright",
"Ian Fan",
"Nandi Schoots"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=rOiymxm8tQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models | [
"Sicheng Zhu",
"Ruiyi Zhang",
"Bang An",
"Gang Wu",
"Joe Barrow",
"Zichao Wang",
"Furong Huang",
"Ani Nenkova",
"Tong Sun"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=pn83r8V2sv | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Low-Resource Languages Jailbreak GPT-4 | [
"Zheng Xin Yong",
"Cristina Menghini",
"Stephen Bach"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=pJmgsDJXe0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Post-Deployment Regulatory Oversight for General-Purpose Large Language Models | [
"Carson Ezell",
"Abraham Loeb"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=mVhOKo62Q2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Are Large Language Models Really Robust to Word-Level Perturbations? | [
"Haoyu Wang",
"Guozheng Ma",
"Cong Yu",
"Ning Gui",
"Linrui Zhang",
"Zhiqi Huang",
"Suwei Ma",
"Yongzhe Chang",
"Sen Zhang",
"Li Shen",
"Xueqian Wang",
"Peilin Zhao",
"Dacheng Tao"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=m6xyTie61H | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Eliciting Language Model Behaviors using Reverse Language Models | [
"Jacob Pfau",
"Alex Infanger",
"Abhay Sheshadri",
"Ayush Panda",
"Julian Michael",
"Curtis Huebner"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=jo57H1CpD8 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Controlled Decoding from Language Models | [
"Sidharth Mudgal",
"Jong Lee",
"Harish Ganapathy",
"YaGuang Li",
"Tao Wang",
"Yanping Huang",
"Zhifeng Chen",
"Heng-Tze Cheng",
"Michael Collins",
"Jilin Chen",
"Alex Beutel",
"Ahmad Beirami"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=izC60DLg29 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | The Effect of Group Status on the Variability of Group Representations in LLM-generated Text | [
"Messi Lee",
"Jacob Montgomery",
"Calvin Lai"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=hCZGKGZ802 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Inner Monologue and Its Utilization in Vision-Language Challenges | [
"Diji Yang",
"Kezhen Chen",
"Jinmeng Rao",
"Xiaoyuan Guo",
"Yawen Zhang",
"Jie Yang",
"Yi Zhang"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=Y6M3uaQwLz | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Simple Test of Expected Utility Theory with GPT | [
"Mengxin Wang"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=WcGXAxhC81 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models | [
"Wendi Cui",
"Jiaxin Zhang",
"Zhuohang Li",
"Damien Lopez",
"Kamalika Das",
"Bradley Malin",
"Sricharan Kumar"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=VMOMKhAm7q | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Compositional preference models for alignment with scalable oversight | [
"Dongyoung Go",
"Tomasz Korbak",
"Germàn Kruszewski",
"Jos Rozen",
"Marc Dymetman"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=V1740FqidS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Investigating the Fairness of Large Language Models for Predictions on Tabular Data | [
"Yanchen Liu",
"Srishti Gautam",
"Jiaqi Ma",
"Himabindu Lakkaraju"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=R8XHBFJOl5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | User Inference Attacks on LLMs | [
"Nikhil Kandpal",
"Krishna Pillutla",
"Alina Oprea",
"Peter Kairouz",
"Christopher Choquette-Choo",
"Zheng Xu"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=QyRganPqPz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias | [
"Jacob-Junqi Tian",
"Omkar Dige",
"D. Emerson",
"Faiza Khattak"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=QSPHfgw5fp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Developing A Conceptual Framework for Analyzing People in Unstructured Data | [
"Mark Diaz",
"Sunipa Dev",
"Emily Reif",
"Emily Denton",
"Vinodkumar Prabhakaran"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=PjSx6xAUOu | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages | [
"Wanru Zhao",
"Yihong Chen"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=HoIEKQhiRs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | An International Consortium for AI Risk Evaluations | [
"Ross Gruetzemacher",
"Alan Chan",
"Štěpán Los",
"Kevin Frazier",
"Siméon Campos",
"Matija Franklin",
"James Fox",
"Jose Hernandez-Orallo",
"Christin Manning",
"Philip Tomei",
"Kyle Kilian"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=Fc2FaS9mYJ | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Optimal Statistical Watermarking | [
"Baihe Huang",
"Banghua Zhu",
"Hanlin Zhu",
"Jason Lee",
"Jiantao Jiao",
"Michael Jordan"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=FMINWxrHOJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SuperHF: Supervised Iterative Learning from Human Feedback | [
"Gabriel Mukobi",
"Peter Chatain",
"Su Fong",
"Robert Windesheim",
"Gitta Kutyniok",
"Kush Bhatia",
"Silas Alberti"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=FKwtKzglFb | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Training Private and Efficient Language Models with Synthetic Data from LLMs | [
"Da Yu",
"Arturs Backurs",
"Sivakanth Gopi",
"Huseyin Inan",
"Janardhan Kulkarni",
"Zinan Lin",
"Chulin Xie",
"Huishuai Zhang",
"Wanrong Zhang"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=DRk4bWKr41 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards a Situational Awareness Benchmark for LLMs | [
"Rudolf Laine",
"Alexander Meinke",
"Owain Evans"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=AW1T4xxZ6F | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Risk Assessment and Statistical Significance in the Age of Foundation Models | [
"Apoorva Nitsure",
"Youssef Mroueh",
"Mattia Rigotti",
"Kristjan Greenewald",
"Brian Belgodere",
"Mikhail Yurochkin",
"Jiri Navratil",
"Igor Melnyk",
"Jarret Ross"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=9xhUufywBX | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | An Archival Perspective on Pretraining Data | [
"Meera Desai",
"Abigail Jacobs",
"Dallas Card"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=9O6hbiDLU7 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Bayesian low-rank adaptation for large language models | [
"Adam Yang",
"Maxime Robeyns",
"Xi Wang",
"Laurence Aitchison"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=6pnRSD1xFe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Are Models Biased on Text without Gender-related Language? | [
"Catarina Belém",
"Preethi Seshadri",
"Yasaman Razeghi",
"Sameer Singh"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=6mHKQkV8NY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models | [
"Hannah Kirk",
"Bertie Vidgen",
"Paul Rottger",
"Scott Hale"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=6U1HlBXezs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Understanding Hidden Context in Preference Learning: Consequences for RLHF | [
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=4JNa7bg4tn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Publicly Accountable Frontier LLMs | [
"Markus Anderljung",
"Everett Smith",
"Joe O'Brien",
"Lisa Soder",
"Benjamin Bucknall",
"Emma Bluemke",
"Jonas Schuett",
"Robert Trager",
"Lacey Strahm",
"Rumman Chowdhury"
] | |
Workshop/SoLaR | https://openreview.net/forum?id=1kavETZX3Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Forbidden Facts: An Investigation of Competing Objectives in Llama 2 | [
"Tony Wang",
"Miles Kai",
"Kaivalya Hariharan",
"Nir Shavit"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=zZPICTs5gB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties | [
"Adam P. Generale",
"Conlain Kelly",
"Grayson Harrington",
"Andreas Euan Robertson",
"Michael Buzzy",
"Surya Kalidindi"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=xxyHjer00Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Phonon predictions with E(3)-equivariant graph neural networks | [
"Shiang Fang",
"Mario Geiger",
"Joseph Checkelsky",
"Tess Smidt"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=wug7i3O7y1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning | [
"Thorben Prein",
"Elton Pan",
"Tom Doerr",
"Elsa Olivetti",
"Jennifer L.M. Rupp"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=waQPqifiuC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Data Efficient Training for Materials Property Prediction Using Active Learning Querying | [
"Carmelo Gonzales",
"Kin Long Kelvin Lee",
"Bin Mu",
"Mikhail Galkin",
"Santiago Miret"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=teN9tMyzCm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | CoNO: Complex Neural Operator for Continuous Dynamical Systems | [
"Karn Tiwari",
"N M Anoop Krishnan",
"Prathosh AP"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=rz7qRZqk9h | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery | [
"Tong Xie",
"Yuwei Wan",
"Ke Lu",
"Wenjie Zhang",
"Chunyu Kit",
"Bram Hoex"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=qpQr8px2Pz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Retrieval of synthesis parameters of polymer nanocomposites using LLMs | [
"Defne Circi",
"Ghazal Khalighinejad",
"Shruti Badhwar",
"Bhuwan Dhingra",
"L. Brinson"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=qBWcaz5pWd | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures | [
"Thomas Lu",
"Aarti Singh"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=pKmcMaULn1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts | [
"Xin Yang",
"Renata Sechi",
"Martin Hoffmann Petersen",
"Arghya Bhowmik",
"Heine Anton Hansen"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=mlQMqXo083 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts | [
"Saber Nemati",
"Seyedeh Shaghayegh Rabbanian",
"Hao Wang",
"Leslie Butler",
"Shengmin Guo"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=mVttK4r1Zt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Active learning for excited states dynamics simulations to discover molecular degradation pathways | [
"Chen Zhou",
"Prashant Kumar",
"Daniel Escudero",
"Pascal Friederich"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=lXHSXyyLhd | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model | [
"Eduardo Soares",
"Vidushi Sharma",
"Emilio Vital Brazil",
"Renato Cerqueira",
"Young-Hye Na"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=l3K28QS6R6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Connectivity Optimized Nested Line Graph Networks for Crystal Structures | [
"Robin Ruff",
"Patrick Reiser",
"Jan Stuehmer",
"Pascal Friederich"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=l167FjdPOv | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Crystal-GFN: sampling materials with desirable properties and constraints | [
"Mistal",
"Alex Hernández-García",
"Alexandra Volokhova",
"Alexandre AGM Duval",
"Yoshua Bengio",
"Divya Sharma",
"Pierre Luc Carrier",
"Michał Koziarski",
"Victor Schmidt"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=kupYlLLGdf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation | [
"Ritam Majumdar",
"Vishal Sudam Jadhav",
"Anirudh Deodhar",
"Shirish Karande",
"Lovekesh Vig",
"Venkataramana Runkana"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=kjUylvko18 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry | [
"Kusuri Murakumo",
"Naruki Yoshikawa",
"Kentaro Rikimaru",
"Shogo Nakamura",
"Kairi Furui",
"Takamasa Suzuki",
"Hiroyuki Yamasaki",
"Yuki Nishigaya",
"Yuzo Takagi",
"Masahito Ohue"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=jtAXitX6dh | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries | [
"James Minuse Stevenson"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=josIqIStKs | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling | [
"Kin Long Kelvin Lee",
"Carmelo Gonzales",
"Marcel Nassar",
"Matthew Spellings",
"Mikhail Galkin",
"Santiago Miret"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=iSFsLFsGYX | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra | [
"Kiyou Shibata",
"Teruyasu Mizoguchi"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=ezuhvZAaUF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Eco-Comp: Towards Responsible Computing in Materials Science | [
"Sai Lingampalli",
"El Tayeb Bentria",
"Fadwa El Mellouhi"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=eDlEn1PPJw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | HEPOM: A predictive framework for accelerated Hydrolysis Energy Predictions of Organic Molecules | [
"Rishabh Debraj Guha",
"Santiago Vargas",
"Evan Walter Clark Spotte-Smith",
"Alex R Epstein",
"Maxwell Christopher Venetos",
"Mingjian Wen",
"Ryan Kingsbury",
"Samuel M Blau",
"Kristin Persson"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=dJuDv4MKLE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Hierarchical GFlowNet for Crystal Structure Generation | [
"Tri Minh Nguyen",
"Sherif Abdulkader Tawfik",
"Truyen Tran",
"Sunil Gupta",
"Santu Rana",
"Svetha Venkatesh"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=cSz69rFRvS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry | [
"Chris Beeler",
"Sriram Ganapathi Subramanian",
"Kyle Sprague",
"Colin Bellinger",
"Mark Crowley",
"Isaac Tamblyn"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=cR1iE6MQ1y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs | [
"Vineeth Venugopal",
"Elsa Olivetti"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=b3RULuNZjQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design | [
"Xiang Fu",
"Tian Xie",
"Andrew Scott Rosen",
"Tommi Jaakkola",
"Jake Allen Smith"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=akFqQokObE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models | [
"Marvin Alberts",
"Federico Zipoli",
"Alain Vaucher"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=Ztku4ig4xM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction | [
"Elizabeth Coda",
"Gihan Uthpala Panapitiya",
"Emily Saldanha"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=ZoTcKpyL3p | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates | [
"Shuan Chen",
"Ramil Babazade",
"Yousung Jung"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=XtEwUzaXJ3 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy | [
"Max Schwarzer",
"Jesse Farebrother",
"Joshua Greaves",
"Kevin Roccapriore",
"Ekin Cubuk",
"Rishabh Agarwal",
"Aaron Courville",
"Marc Bellemare",
"Sergei Kalinin",
"Igor Mordatch",
"Pablo Castro"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=VbjD8w2ctG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning | [
"Prashant Govindarajan",
"Santiago Miret",
"Jarrid Rector-Brooks",
"Mariano Phielipp",
"Janarthanan Rajendran",
"Sarath Chandar"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=TDhNb2Q9Xm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Understanding Experimental Data by Identifying Symmetries with Deep Learning | [
"Yichen Guo",
"Shuyu Qin",
"Joshua Agar"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=SfEsK3O2KT | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Evaluating AI-guided Design for Scientific Discovery | [
"Michael Pekala",
"Elizabeth Ann Pogue",
"Kyle McElroy",
"Alexander New",
"Gregory Bassen",
"Brandon Wilfong",
"Janna Domenico",
"Tyrel McQueen",
"Christopher D Stiles"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=SKo0sLvaJH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders | [
"Anirudh Suresh",
"Devesh Shah",
"Alemayehu S Admasu",
"Devesh Upadhyay",
"Kalyanmoy Deb"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=QjnVVrixPW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | High throughput decomposition of spectra | [
"Dumitru Mirauta",
"Vladimir Gusev",
"Michael W Gaultois",
"Matthew Rosseinsky"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=NIBiIAOvvr | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Exploring Organic Syntheses through Natural Language | [
"Andres M Bran",
"CHENG-HUA HUANG",
"Philippe Schwaller"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=LkRfodp4tt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals | [
"Guangyu Hu",
"Marat Latypov"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=L6AJmCkfNe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning | [
"Jie Chen",
"Hengrui Zhang",
"Carolin B Wahl",
"Wei Liu",
"Chad Mirkin",
"Vinayak Dravid",
"Daniel W Apley",
"Wei Chen"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=ITda7kqxSn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks | [
"Alibek T Kaliyev",
"Ryan F Forelli",
"Shuyu Qin",
"Yichen Guo",
"Seda Memik",
"Michael W. Mahoney",
"Amir Gholami",
"Nhan Tran",
"Philip Harris",
"Martin Takáč",
"Joshua Agar"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=HXGjCkp47o | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Tree-based Quantile Active Learning for automated discovery of MOFs | [
"Ashna Jose",
"Emilie Devijver",
"Noel JAKSE",
"Valérie Monbet",
"Roberta Poloni"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=FfvByyoVAO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design | [
"Jaewan Lee",
"Changyoung Park",
"Hongjun Yang",
"Sehui Han",
"Woohyung Lim"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=Eu2k9La3RB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design | [
"Marlon Becker",
"Marco Butz",
"David Lemli",
"Carsten Schuck",
"Benjamin Risse"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=EiT2bLsfM9 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multi-modal Foundation Model for Material Design | [
"Seiji Takeda",
"Indra Priyadarsini",
"Akihiro Kishimoto",
"Hajime Shinohara",
"Lisa Hamada",
"Hirose Masataka",
"Junta Fuchiwaki",
"Daiju Nakano"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=CjPCM6wXWb | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Inverse-design of organometallic catalysts with guided equivariant diffusion | [
"François R J Cornet",
"Bardi Benediktsson",
"Bjarke Hastrup",
"Arghya Bhowmik",
"Mikkel N. Schmidt"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=7yt3N0o0W9 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders | [
"Shuyu Qin",
"Joshua Agar",
"Nhan Tran"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=6E2qjEf7Rs | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Graph-to-String Variational Autoencoder for Synthetic Polymer Design | [
"Gabriel Vogel",
"Paolo Sortino",
"Jana Marie Weber"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=57EslEJNOj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Active Causal Machine Learning for Molecular Property Prediction | [
"Zachary R Fox",
"Ayana Ghosh"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=511z1DGjPi | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | rvesimulator: An automated representative volume element simulator for data-driven material discovery | [
"Jiaxiang Yi",
"Miguel Anibal Bessa"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=4zUU50Ddhc | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ExPT: Synthetic Pretraining for Few-Shot Experimental Design | [
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=4ilKwquW51 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms | [
"Oliver Schilter",
"Marvin Alberts",
"Federico Zipoli",
"Alain C. Vaucher",
"Philippe Schwaller",
"Teodoro Laino"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=3Huw3pa8TR | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions | [
"Federico Ottomano",
"Giovanni De Felice",
"Rahul Savani",
"Vladimir Gusev",
"Matthew Rosseinsky"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=3GiwwOJ1be | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development | [
"Mrigi Munjal",
"Thorben Prein",
"Vineeth Venugopal",
"Kevin J Huang",
"Elsa Olivetti"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=32XS0zXPqU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices | [
"Po-An Lin",
"Simiao Ren",
"Jonathan Caswell Piland",
"Leslie M. Collins",
"Stefan Zauscher",
"Yonggang Ke",
"Gaurav Arya"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=2jTnJFijQT | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems | [
"Priyanshu Burark",
"Karn Tiwari",
"Meer Mehran Rashid",
"Prathosh AP",
"N M Anoop Krishnan"
] | |
Workshop/AI4Mat | https://openreview.net/forum?id=0Qx8vlXKRk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics | [
"Suresh Bishnoi",
"Jayadeva Jayadeva",
"Sayan Ranu",
"N M Anoop Krishnan"
] | |
Workshop/CompSust | https://openreview.net/forum?id=z5dAdYOgbs | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Model Evaluation for Geospatial Problems | [
"Jing Wang",
"Tyler Hallman",
"Laurel Hopkins",
"John Burns Kilbride",
"W. Douglas Robinson",
"Rebecca Hutchinson"
] | |
Workshop/CompSust | https://openreview.net/forum?id=vjwYYlA8Pj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AI for Whom? Shedding Critical Light on AI for Social Good | [
"Nyalleng Moorosi",
"Raesetje Sefala",
"Sasha Luccioni"
] | |
Workshop/CompSust | https://openreview.net/forum?id=oa7XXLuJnO | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Moving targets: When does a poverty prediction model need to be updated? | [
"Emily Aiken",
"Tim Ohlenburg",
"Joshua Blumenstock"
] | |
Workshop/CompSust | https://openreview.net/forum?id=dmjT841VuV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators | [
"Sachin Chauhan",
"Rijurekha Sen"
] | |
Workshop/CompSust | https://openreview.net/forum?id=Y08yLPFm1z | oraltalk | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video | [
"Justin Kay",
"Suzanne Stathatos",
"Siqi Deng",
"Erik Young",
"Pietro Perona",
"Sara Beery",
"Grant Van Horn"
] | |
Workshop/CompSust | https://openreview.net/forum?id=WS9liG8rxI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction | [
"Shreyaa Raghavan",
"Edgar Ramirez Sanchez",
"Cathy Wu"
] | |
Workshop/CompSust | https://openreview.net/forum?id=UIfp44BWDi | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Is the Facebook Ad Algorithm a Climate Discourse Influencer? | [
"Aruna Sankaranarayanan",
"Erik Hemberg",
"Piotr Sapiezynski",
"Una-May O'Reilly"
] | |
Workshop/CompSust | https://openreview.net/forum?id=N2qmwRMrzo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data | [
"Wenlong Zhao",
"Gustavo Perez",
"Zezhou Cheng",
"Maria Carolina Tiburcio Dias Belotti",
"Yuting Deng",
"Victoria Simons",
"Elske K Tielens",
"Jeffrey Kelly",
"Kyle Horton",
"Subhransu Maji",
"Daniel Sheldon"
] |
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