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IAMJB
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Workshop/AI4Mat
https://openreview.net/forum?id=kupYlLLGdf
poster
PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation
[ "Ritam Majumdar", "Vishal Sudam Jadhav", "Anirudh Deodhar", "Shirish Karande", "Lovekesh Vig", "Venkataramana Runkana" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=kjUylvko18
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=k3523F7PpW
poster
2312.03466
Search Strategies for Self-driving Laboratories with Pending Experiments
[ "Hao Wen", "Jakob Zeitler", "Connor Rupnow" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=jtAXitX6dh
oral
Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries
[ "James Minuse Stevenson" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=josIqIStKs
oral
2309.05934
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" ]
[ "https://github.com/intellabs/matsciml" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=jlZrTCccAb
oral
2310.11609
Reflection-Equivariant Diffusion for 3D Structure Determination from Isotopologue Rotational Spectra in Natural Abundance
[ "Austin Henry Cheng", "Alston Lo", "Santiago Miret", "Brooks Pate", "Alan Aspuru-Guzik" ]
[ "https://github.com/aspuru-guzik-group/kreed" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=iSFsLFsGYX
oral
Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra
[ "Kiyou Shibata", "Teruyasu Mizoguchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=hIqTGXFu0J
poster
2310.10773
Gotta be SAFE: A new Framework for Molecular Design
[ "Emmanuel Noutahi", "Cristian Gabellini", "Michael Craig", "Jonathan Siu Chi Lim", "Prudencio Tossou" ]
https://huggingface.co/papers/2310.10773
[ "https://github.com/datamol-io/safe" ]
[ "bcadkins01/beta_lactam_demo" ]
[ "datamol-io/safe-gpt" ]
[ "datamol-io/safe-gpt", "datamol-io/safe-drugs", "anrilombard/safe-gpt-small" ]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=ezuhvZAaUF
poster
Eco-Comp: Towards Responsible Computing in Materials Science
[ "Sai Lingampalli", "El Tayeb Bentria", "Fadwa El Mellouhi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=eDlEn1PPJw
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=dJuDv4MKLE
poster
Hierarchical GFlowNet for Crystal Structure Generation
[ "Tri Minh Nguyen", "Sherif Abdulkader Tawfik", "Truyen Tran", "Sunil Gupta", "Santu Rana", "Svetha Venkatesh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=cq2MJtq9iA
oral
2310.07671
Discovery of Novel Reticular Materials for Carbon Dioxide Capture using GFlowNets
[ "Flaviu Cipcigan", "Jonathan Booth", "Rodrigo Neumann Barros Ferreira", "Carine Ribeiro Dos Santos", "Mathias B Steiner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=cSz69rFRvS
poster
Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
[ "Chris Beeler", "Sriram Ganapathi Subramanian", "Kyle Sprague", "Colin Bellinger", "Mark Crowley", "Isaac Tamblyn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=cR1iE6MQ1y
poster
MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs
[ "Vineeth Venugopal", "Elsa Olivetti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=b3RULuNZjQ
poster
2310.10732
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
[ "Xiang Fu", "Tian Xie", "Andrew Scott Rosen", "Tommi Jaakkola", "Jake Allen Smith" ]
https://huggingface.co/papers/2310.10732
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=akFqQokObE
poster
Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models
[ "Marvin Alberts", "Federico Zipoli", "Alain Vaucher" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=Ztku4ig4xM
poster
Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction
[ "Elizabeth Coda", "Gihan Uthpala Panapitiya", "Emily Saldanha" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=ZoTcKpyL3p
poster
Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates
[ "Shuan Chen", "Ramil Babazade", "Yousung Jung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=XtEwUzaXJ3
oral
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=VbjD8w2ctG
poster
Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning
[ "Prashant Govindarajan", "Santiago Miret", "Jarrid Rector-Brooks", "Mariano Phielipp", "Janarthanan Rajendran", "Sarath Chandar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=TLercqxR4f
oral
2310.08511
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science
[ "Yu Song", "Santiago Miret", "Huan Zhang", "Bang Liu" ]
https://huggingface.co/papers/2310.08511
[ "https://github.com/BangLab-UdeM-Mila/NLP4MatSci-HoneyBee" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=TDhNb2Q9Xm
poster
Understanding Experimental Data by Identifying Symmetries with Deep Learning
[ "Yichen Guo", "Shuyu Qin", "Joshua Agar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=SfEsK3O2KT
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=SeXGn7MeUr
oral
2310.02428
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations
[ "Vaibhav Bihani", "Utkarsh Pratiush", "Sajid Mannan", "Tao Du", "Zhimin Chen", "Santiago Miret", "Matthieu Micoulaut", "Morten M Smedskjaer", "Sayan Ranu", "N M Anoop Krishnan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=SKo0sLvaJH
poster
Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders
[ "Anirudh Suresh", "Devesh Shah", "Alemayehu S Admasu", "Devesh Upadhyay", "Kalyanmoy Deb" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=QjnVVrixPW
poster
High throughput decomposition of spectra
[ "Dumitru Mirauta", "Vladimir Gusev", "Michael W Gaultois", "Matthew Rosseinsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=O8mZO2ri33
poster
2310.02902
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
[ "Raj Ghugare", "Santiago Miret", "Adriana Hugessen", "Mariano Phielipp", "Glen Berseth" ]
https://huggingface.co/papers/2310.02902
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=NyXTjtFojv
oral
2401.06936
Accelerated Sampling of Rare Events using a Neural Network Bias Potential
[ "Xinru Hua", "Rasool Ahmad", "Jose Blanchet", "Wei Cai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=NIBiIAOvvr
oral
Exploring Organic Syntheses through Natural Language
[ "Andres M Bran", "CHENG-HUA HUANG", "Philippe Schwaller" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=MNfVMjsL7S
poster
2312.02308
AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design
[ "Romain Lacombe", "Lucas Hendren", "Khalid El-Awady" ]
https://huggingface.co/papers/2312.02308
[ "https://github.com/rlacombe/adsorbrl" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=LkRfodp4tt
poster
AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals
[ "Guangyu Hu", "Marat Latypov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=L6AJmCkfNe
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=JwjkukC5Xl
poster
2312.04600
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
[ "Cody Tipton", "Elizabeth Coda", "Davis Brown", "Alyson Bittner", "Jung H. Lee", "Grayson Jorgenson", "Tegan Emerson", "Henry Kvinge" ]
https://huggingface.co/papers/2312.04600
[ "https://github.com/shadtome/haldane-bundles" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=ITda7kqxSn
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=IC7b3EQ7wB
poster
2309.16374
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network
[ "Akihiro Kishimoto", "Hiroshi Kajino", "Hirose Masataka", "Junta Fuchiwaki", "Indra Priyadarsini", "Lisa Hamada", "Hajime Shinohara", "Daiju Nakano", "Seiji Takeda" ]
https://huggingface.co/papers/2309.16374
[ "" ]
[ "ibm/FM4M-demo1", "ibm/FM4M-demo2", "itohtaka/my1stspace" ]
[ "ibm/materials.mhg-ged" ]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=HXGjCkp47o
poster
Tree-based Quantile Active Learning for automated discovery of MOFs
[ "Ashna Jose", "Emilie Devijver", "Noel JAKSE", "Valérie Monbet", "Roberta Poloni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=GVIHjopgnR
oral
2310.13756
Learning Interatomic Potentials at Multiple Scales
[ "Xiang Fu", "Albert Musaelian", "Anders Johansson", "Tommi Jaakkola", "Boris Kozinsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=FfvByyoVAO
poster
CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design
[ "Jaewan Lee", "Changyoung Park", "Hongjun Yang", "Sehui Han", "Woohyung Lim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=Eu2k9La3RB
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=EiT2bLsfM9
poster
Multi-modal Foundation Model for Material Design
[ "Seiji Takeda", "Indra Priyadarsini", "Akihiro Kishimoto", "Hajime Shinohara", "Lisa Hamada", "Hirose Masataka", "Junta Fuchiwaki", "Daiju Nakano" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=CjPCM6wXWb
poster
Inverse-design of organometallic catalysts with guided equivariant diffusion
[ "François R J Cornet", "Bardi Benediktsson", "Bjarke Hastrup", "Arghya Bhowmik", "Mikkel N. Schmidt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=BTeWafMOyt
poster
2310.10056
Latent Conservative Objective Models for Data-Driven Crystal Structure Prediction
[ "Han Qi", "Stefano Rando", "Xinyang Geng", "Iku Ohama", "Aviral Kumar", "Sergey Levine" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=BFIoxpFeZ2
poster
2310.14782
Towards equilibrium molecular conformation generation with GFlowNets
[ "Alexandra Volokhova", "Michał Koziarski", "Alex Hernández-García", "Cheng-Hao Liu", "Santiago Miret", "Pablo Lemos", "Luca Thiede", "Zichao Yan", "Alan Aspuru-Guzik", "Yoshua Bengio" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=7yt3N0o0W9
poster
Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders
[ "Shuyu Qin", "Joshua Agar", "Nhan Tran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=6E2qjEf7Rs
oral
Graph-to-String Variational Autoencoder for Synthetic Polymer Design
[ "Gabriel Vogel", "Paolo Sortino", "Jana Marie Weber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=5ioOONby01
poster
2311.11343
A Generative Model for Accelerated Inverse Modelling Using a Novel Embedding for Continuous Variables
[ "Sebastien Bompas", "Stefan Sandfeld" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=57EslEJNOj
poster
Active Causal Machine Learning for Molecular Property Prediction
[ "Zachary R Fox", "Ayana Ghosh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=511z1DGjPi
poster
rvesimulator: An automated representative volume element simulator for data-driven material discovery
[ "Jiaxiang Yi", "Miguel Anibal Bessa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=4zUU50Ddhc
oral
2310.19961
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
[ "Tung Nguyen", "Sudhanshu Agrawal", "Aditya Grover" ]
[ "https://github.com/tung-nd/expt" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=4ilKwquW51
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=4CJRmdFrnh
poster
2312.01267
Distributed Reinforcement Learning for Molecular Design: Antioxidant case
[ "Huanyi Qin", "Denis Akhiyarov", "Kenneth Chiu", "Mauricio Araya-Polo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=3yJB9iHq65
poster
2310.06995
Accelerated Modelling of Interfaces for Electronic Devices using Graph Neural Networks
[ "Pratik Brahma", "Krishnakumar Sivaganesh Bhattaram", "Sayeef Salahuddin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=3Huw3pa8TR
oral
Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
[ "Federico Ottomano", "Giovanni De Felice", "Rahul Savani", "Vladimir Gusev", "Matthew Rosseinsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=3GiwwOJ1be
poster
Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development
[ "Mrigi Munjal", "Thorben Prein", "Vineeth Venugopal", "Kevin J Huang", "Elsa Olivetti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=32XS0zXPqU
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=2jTnJFijQT
poster
2310.01650
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=2PucSD895t
poster
2401.08627
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
[ "Haoyu Li", "Shichang Zhang", "Longwen Tang", "Mathieu Bauchy", "Yizhou Sun" ]
[ "https://github.com/haoyuli02/symgnn" ]
[]
[]
[]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=0r5DE2ZSwJ
oral
2402.04379
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
[ "Nate Gruver", "Anuroop Sriram", "Andrea Madotto", "Andrew Gordon Wilson", "C. Lawrence Zitnick", "Zachary Ward Ulissi" ]
https://huggingface.co/papers/2402.04379
[ "https://github.com/facebookresearch/crystal-llm" ]
[]
[ "n0w0f/MatText-crystal-txt-llm-2m" ]
[ "n0w0f/MatText" ]
NeurIPS2024
Workshop/AI4Mat
https://openreview.net/forum?id=0Qx8vlXKRk
poster
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
[ "Suresh Bishnoi", "Jayadeva Jayadeva", "Sayan Ranu", "N M Anoop Krishnan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=z5dAdYOgbs
poster
Model Evaluation for Geospatial Problems
[ "Jing Wang", "Tyler Hallman", "Laurel Hopkins", "John Burns Kilbride", "W. Douglas Robinson", "Rebecca Hutchinson" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=xIffUnZBqx
poster
2405.09600
Aggregate Representation Measure for Predictive Model Reusability
[ "Vishwesh Sangarya", "Richard M Bradford", "Jung-Eun Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=vjwYYlA8Pj
poster
AI for Whom? Shedding Critical Light on AI for Social Good
[ "Nyalleng Moorosi", "Raesetje Sefala", "Sasha Luccioni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=oa7XXLuJnO
poster
Moving targets: When does a poverty prediction model need to be updated?
[ "Emily Aiken", "Tim Ohlenburg", "Joshua Blumenstock" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=dmjT841VuV
poster
REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators
[ "Sachin Chauhan", "Rijurekha Sen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=Zj74fKRgCE
poster
2311.05776
Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators
[ "Mahdi Eskandari", "Lars Puiman", "Jakob Zeitler" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=Y08yLPFm1z
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=WS9liG8rxI
poster
Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction
[ "Shreyaa Raghavan", "Edgar Ramirez Sanchez", "Cathy Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=UIfp44BWDi
poster
Is the Facebook Ad Algorithm a Climate Discourse Influencer?
[ "Aruna Sankaranarayanan", "Erik Hemberg", "Piotr Sapiezynski", "Una-May O'Reilly" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=N2qmwRMrzo
poster
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" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=I1yGbIPGjx
poster
Focus on What's Important! Inspecting Variational Distributions for Gaussian Processes for better AQ Station Deployment
[ "Progyan Das", "Mihir Agarwal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=H0HdmdXsTp
poster
2312.03207
Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact
[ "Patrick Beukema", "Favyen Bastani", "Piper Wolters", "Henry Herzog", "Joseph George Ferdinando" ]
[ "https://github.com/allenai/vessel-detection-sentinels" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=BaZZzH7EgA
poster
Segment Any Stream: Scalable Water Extent Detection with the Segment Anything Model
[ "Haozhen Zheng", "Chenhui Zhang", "Kaiyu Guan", "Yawen Deng", "Sherrie Wang", "Bruce L. Rhoads", "Andrew J Margenot", "Shengnan Zhou", "Sheng Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=7T4YMOj7MS
poster
Cooperative Logistics: Can Artificial Intelligence Enable Trustworthy Cooperation at Scale?
[ "Stephen Mak", "Tim Pearce", "Matthew Macfarlane", "Liming Xu", "Michael Ostroumov", "Alexandra Brintrup" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=7KTQsrUIOy
poster
A table is worth a thousand pictures: Multi-modal contrastive learning in house burning classification in wildfire events
[ "Iván Higuera-Mendieta", "Jeff Wen", "Marshall Burke" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=3mlfh6c3dp
poster
Joint time–frequency scattering-enhanced representation for bird vocalization classification
[ "Yimeng Min", "Eliot T Miller", "Daniel Fink", "Carla P Gomes" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CompSust
https://openreview.net/forum?id=0FOjGwgN0g
poster
Solving Satisfiability Modulo Counting Problems in Computational Sustainability with Guarantees
[ "Jinzhao Li", "Nan Jiang", "Yexiang Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=yx26gFIzY7
poster
2310.08056
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
[ "Shreyas Havaldar", "Navodita Sharma", "Shubhi Sareen", "Karthikeyan Shanmugam", "Aravindan Raghuveer" ]
https://huggingface.co/papers/2310.08056
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=u9gLNSGgRA
poster
2402.03540
Regulation Games for Trustworthy Machine Learning
[ "Mohammad Yaghini", "Patty Liu", "Franziska Boenisch", "Nicolas Papernot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=qhP1aHHyeA
poster
2312.03205
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning
[ "Shuyang Yu", "Junyuan Hong", "Yi Zeng", "Fei Wang", "Ruoxi Jia", "Jiayu Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=pnvRy1VzJZ
poster
Reading the drafts of the AI Act with a technical lens
[ "Tiphaine Viard", "Melanie Gornet", "Winston Maxwell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=myWKEmGKfL
poster
In Pursuit of Regulatable LLMs
[ "Eoin Kenny", "Julie Shah" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=kZBHvU5lIY
poster
Policy Comparison Under Unmeasured Confounding
[ "Luke Guerdan", "Amanda Coston", "Steven Wu", "Ken Holstein" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=kAT1410oDy
poster
You Still See Me: How Data Protection Supports the Architecture of ML Surveillance
[ "Rui-Jie Yew", "Lucy Qin", "Suresh Venkatasubramanian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=jpuV8Mzc0R
poster
Advancing Clinical Trials via Real-World Aligned ML Best Practices
[ "Karen Sayal", "Markus Trengove", "Finnian Firth", "Lea Goetz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=inZoxsEpYn
poster
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
[ "Ioanna Papageorgiou", "Carlos Mougan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=fiJEolaPj9
poster
Can copyright be reduced to privacy
[ "Niva Elkin-Koren", "Uri Hacohen", "Roi Livni", "Shay Moran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=fTv0LQRCZM
poster
RényiTester: A Variational Approach to Testing Differential Privacy
[ "Weiwei Kong", "Andres Munoz medina", "Mónica Ribero" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=eKrYMGpXVY
poster
2404.08168
Conformal Prediction via Regression-as-Classification
[ "Etash Guha", "Shlok Natarajan", "Thomas Möllenhoff", "Mohammad Emtiyaz Khan", "Eugene Ndiaye" ]
https://huggingface.co/papers/2404.08168
[ "https://github.com/EtashGuha/R2CCP" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=bynBtr8ovP
poster
A Unified Analysis of Label Inference Attacks
[ "Andres Munoz medina", "Travis Dick", "Claudio Gentile", "Robert Istvan Busa-Fekete", "Marika Swanberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=ZLJ6XRbdaC
poster
2310.16789
Detecting Pretraining Data from Large Language Models
[ "Weijia Shi", "Anirudh Ajith", "Mengzhou Xia", "Yangsibo Huang", "Daogao Liu", "Terra Blevins", "Danqi Chen", "Luke Zettlemoyer" ]
https://huggingface.co/papers/2310.16789
[ "" ]
[ "Yeyito/llm_contamination_detector" ]
[]
[ "swj0419/WikiMIA", "swj0419/BookMIA" ]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=Z2Ig9ky9HI
poster
2305.14784
Anthropomorphization of AI: Opportunities and Risks
[ "Ameet Deshpande", "Tanmay Rajpurohit", "Karthik Narasimhan", "Ashwin Kalyan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=YBbMBZGzCx
poster
2312.04745
A Brief Tutorial on Sample Size Calculations for Fairness Audits
[ "Harvineet Singh", "Fan Xia", "Mi-Ok Kim", "Romain Pirracchio", "Rumi Chunara", "Jean Feng" ]
[ "https://github.com/harvineet/sample-size-fairness-audits" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=WLw1oDGR2Q
poster
AnchMark: Anchor-contrastive Watermarking vs GenAI-based Image Modifications
[ "Minzhou Pan", "Yi Zeng", "Xue Lin", "Ning Yu", "Cho-Jui Hsieh", "Ruoxi Jia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=V4hGy6Xm11
poster
A new Framework for Measuring Re-Identification Risk
[ "CJ Carey", "Travis Dick", "Alessandro Epasto", "Adel Javanmard", "Josh Karlin", "Shankar Kumar", "Andres Munoz medina", "Vahab Mirrokni", "Gabriel Nunes", "Sergei Vassilvitskii", "Peilin Zhong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=Tv9qMLwBWI
poster
2402.03590
Assessing the Impact of Distribution Shift on Reinforcement Learning Performance
[ "Ted Fujimoto", "Joshua Suetterlein", "Samrat Chatterjee", "Auroop Ganguly" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=TFWnViI30j
poster
2311.11350
An Alternative to Regulation: The Case for Public AI
[ "Nicholas Vincent", "David Bau", "Sarah Schwettmann", "Joshua Tan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=SWDYBzULRk
poster
2311.15936
Towards Responsible Governance of Biological Design Tools
[ "Richard Moulange", "Max Langenkamp", "Tessa Alexanian", "Samuel Curtis", "Morgan Livingston" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=R5MTSLPyYZ
poster
Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility
[ "Mohammad Yaghini", "Patty Liu", "Franziska Boenisch", "Nicolas Papernot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=Mzu0NIMvvh
poster
2309.13788
Can LLM-Generated Misinformation Be Detected?
[ "Canyu Chen", "Kai Shu" ]
https://huggingface.co/papers/2309.13788
[ "https://github.com/llm-misinformation/llm-misinformation" ]
[]
[]
[]
NeurIPS2024
Workshop/RegML
https://openreview.net/forum?id=M2aNjwX4Ec
poster
Limitations of the “Four-Fifths Rule” and Statistical Parity Tests for Measuring Fairness
[ "Manish Raghavan", "Pauline Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024