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Workshop/MLNCP
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https://openreview.net/forum?id=iwYCqNb0B9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mark Plagge",
"Suma G Cardwell",
"Frances S. Chance"
] |
Expanding Spiking Neural Networks With Dendrites for Deep Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=fm8p9MDkd9
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maxwell Anderson",
"Shi-Yuan Ma",
"Tianyu Wang",
"Logan G. Wright",
"Peter McMahon"
] |
Scaling of Optical Transformers
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=fLfYeAfiCq
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mizuka Komatsu",
"Takaharu Yaguchi",
"Kohei Nakajima"
] |
Algebraic Design of Physical Computing System for Time-Series Generation
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=aqsFLVg0tY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Momeni",
"Babak Rahmani",
"Matthieu Malléjac",
"Philipp del Hougne",
"Romain Fleury"
] |
PhyFF: Physical forward forward algorithm for in-hardware training and inference
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=aaJ5wbrff5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanqing Zhang",
"Huaiyuan Chu"
] |
A Green Granular Convolutional Neural Network with Software-FPGA Co-designed Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=QjdzXNzyrL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohamed Watfa",
"Alberto Garcia-Ortiz"
] |
Adjoint Method: The Connection between Analog-based Equilibrium Propagation Architectures and Neural ODEs
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=PkduOOJOZA
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marvin Syed",
"Kirill Kalinin",
"Natalia Berloff"
] |
Beyond Digital: Harnessing Analog Hardware for Machine Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=LdPkWxTjiW
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rasmus Høier",
"Christopher Zach"
] |
A Lagrangian Perspective on Dual Propagation
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=IuN2WXtFSY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Atilla Schreiber",
"Shuchen Wu",
"Chenxi Wu",
"Giacomo Indiveri",
"Eric Schulz"
] |
Biologically-plausible hierarchical chunking on mixed-signal neuromorphic hardware
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=Fik4cO7FXd
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jeremie Laydevant",
"Peter McMahon",
"Davide Venturelli",
"Paul Aaron Lott"
] |
The Benefits of Self-Supervised Learning for Training Physical Neural Networks
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=FGduPFaCIa
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dighanchal Banerjee",
"Sounak Dey",
"Debatri Chatterjee",
"Arpan Pal"
] |
Towards low power cognitive load analysis using EEG signal: A neuromorphic computing approach
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=BtC95j83bY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Catherine Schuman",
"Suma G Cardwell",
"Karan P. Patel",
"J. Darby Smith",
"Jared Arzate",
"Andrew Maicke",
"Samuel Liu",
"Jaesuk Kwon",
"Jean Anne Incorvia"
] |
Device Codesign using Reinforcement Learning and Evolutionary Optimization
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=7YUt7pQVFg
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Quanling Zhao",
"Anthony Hitchcock Thomas",
"Xiaofan Yu",
"Tajana Rosing"
] |
Unleashing Hyperdimensional Computing with Nyström Method based Encoding
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=6flkWTzK2H
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Patrick J. Coles",
"Maxwell Aifer",
"Kaelan Donatella",
"Denis Melanson",
"Max Hunter Gordon",
"Thomas Dybdahl Ahle",
"Daniel Simpson",
"Gavin Crooks",
"Antonio J Martinez",
"Faris Mouti Sbahi"
] |
Thermodynamic AI and Thermodynamic Linear Algebra
| null |
|||
Workshop/MLNCP
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https://openreview.net/forum?id=4P65OwisG9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sam Dillavou",
"Benjamin Beyer",
"Menachem Stern",
"Marc Miskin",
"Andrea Liu",
"Douglas Durian"
] |
Nonlinear Classification Without a Processor
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=3W3Qo3arAG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arsalan Taassob",
"Davide Venturelli",
"Paul Aaron Lott"
] |
Neural Deep Operator Networks representation of Coherent Ising Machine Dynamics
| null |
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Workshop/WANT
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https://openreview.net/forum?id=zQTa2XdPnP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eray Inanc",
"Rakesh Sarma",
"Marcel Aach",
"Rocco Sedona",
"Andreas Lintermann"
] |
AI4HPC: Library to Train AI Models on HPC Systems using CFD Datasets
| null |
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Workshop/WANT
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https://openreview.net/forum?id=xINTMAvPQA
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gavia Gray",
"Anshul Samar",
"Joel Hestness"
] |
Efficient and Approximate Per-Example Gradient Norms for Gradient Noise Scale
| null |
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Workshop/WANT
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https://openreview.net/forum?id=tKqUiPUE6H
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oishi Deb",
"Emmanouil Benetos",
"Philip Torr"
] |
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
| null |
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Workshop/WANT
|
https://openreview.net/forum?id=rBgo4Mi8vZ
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amirkeivan Mohtashami",
"Matteo Pagliardini",
"Martin Jaggi"
] |
CoTFormer: More Tokens With Attention Make Up For Less Depth
| null |
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Workshop/WANT
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https://openreview.net/forum?id=qScA3fL49l
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Eric P. Xing",
"Joseph E. Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] |
LightSeq: : Sequence Level Parallelism for Distributed Training of Long Context Transformers
| null |
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Workshop/WANT
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https://openreview.net/forum?id=oYztmXK2mu
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantinos Pitas",
"Michael Arbel",
"Julyan Arbel"
] |
Improving Deep Ensembles without Communication
| null |
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Workshop/WANT
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https://openreview.net/forum?id=lWU12ye1qa
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Donghoon Han",
"Seunghyeon Seo",
"Donghyeon Jeon",
"Jiho Jang",
"Chaerin Kong",
"Nojun Kwak"
] |
ConcatPlexer : Additional Dim1 Batching for Faster ViTs
| null |
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Workshop/WANT
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https://openreview.net/forum?id=iP4WcJ4EX0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/cerebrasresearch/sift
|
[
"Vithursan Thangarasa",
"Shreyas Saxena",
"Abhay Gupta",
"Sean Lie"
] |
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
| 25 |
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Workshop/WANT
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https://openreview.net/forum?id=fhQIsEbvlN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunzhen Feng",
"Shanmukha Ramakrishna Vedantam",
"Julia Kempe"
] |
Embarrassingly Simple Dataset Distillation
| null |
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Workshop/WANT
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https://openreview.net/forum?id=doQwq4kwFc
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/hmgxr128/qsr
|
[
"Xinran Gu",
"Kaifeng Lyu",
"Sanjeev Arora",
"Jingzhao Zhang",
"Longbo Huang"
] |
A Quadratic Synchronization Rule for Distributed Deep Learning
| 2 |
|||
Workshop/WANT
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https://openreview.net/forum?id=ZmuLcqwzkl
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Vladimirovich Demidovskij",
"Aleksei Trutnev",
"Artem Tugarev",
"Igor Salnikov",
"Stanislav Pavlov"
] |
DAREL: Data Reduction with Losses for Training Acceleration of Real and Hypercomplex Neural Networks
| null |
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Workshop/WANT
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https://openreview.net/forum?id=ZezqFPGZKS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guillermo Sanchez-Brizuela",
"Ved Patwardhan",
"Matthew Barrett",
"Paul Anderson",
"Mustafa Hani",
"Daniel James Lenton"
] |
Accelerating Deep Learning using Ivy
| null |
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Workshop/WANT
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https://openreview.net/forum?id=NxpWp0IhgB
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiamu Zhang",
"Shaochen Zhong",
"Andrew Ye",
"Zirui Liu",
"Kaixiong Zhou",
"Xia Hu",
"Shuai Xu",
"Vipin Chaudhary"
] |
LeanFlex-GKP: Advancing Hassle-Free Structured Pruning with Simple Flexible Group Count
| null |
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Workshop/WANT
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https://openreview.net/forum?id=LHKmzWP7RN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oscar Key",
"Jean Kaddour",
"Pasquale Minervini"
] |
Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
| null |
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Workshop/WANT
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https://openreview.net/forum?id=GXl0agrQnI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hichem Sahbi"
] |
Tiny Graph Convolutional Networks with Topologically Consistent Magnitude Pruning
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=vXXEfmYsvS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Felix Teufel",
"Carsten Stahlhut",
"Jan Refsgaard",
"Henrik Nielsen",
"Ole Winther",
"Dennis Madsen"
] |
SecretoGen: towards prediction of signal peptides for efficient protein secretion
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=sWCsSKqkXa
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matt Sternke",
"Joel Karpiak"
] |
ProteinRL: Reinforcement learning with generative protein language models for property-directed sequence design
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=qP69kXPdJM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sarah Alamdari",
"Nitya Thakkar",
"Rianne van den Berg",
"Alex Lu",
"Nicolo Fusi",
"Ava Amini",
"Kevin Yang"
] |
Protein generation with evolutionary diffusion: sequence is all you need
| null |
|||
Workshop/GenBio
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https://openreview.net/forum?id=mMKxmeBGTb
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amir Shanehsazzadeh"
] |
In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=m2BtAzGzyZ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arjuna Subramanian",
"Matt Thomson"
] |
Unexplored regions of the protein sequence-structure map revealed at scale by a library of “foldtuned” language models
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=lOIKlYR3vX
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zachary Fox",
"Nolan English",
"Belinda Akpa"
] |
Targeting tissues via dynamic human systems modeling in generative design
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=jbamDZ374t
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Trang Nguyen",
"Alexander Tong",
"Kanika Madan",
"Yoshua Bengio",
"Dianbo Liu"
] |
Causal Discovery in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=itp5RDMlNV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wengong Jin",
"Caroline Uhler",
"Nir Hacohen"
] |
SE(3) denoising score matching for unsupervised binding energy prediction and nanobody design
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=ineR4aPK9p
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ruben Fonnegra",
"Mohammad Sanian",
"Zitong Chen",
"Lassi Paavolainen",
"Juan Caicedo"
] |
Analysis of cellular phenotypes with unbiased image-based generative models
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=iEGdcrWDV1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=htwkLbaFhk
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Caleb Ellington",
"Ben Lengerich",
"Thomas Watkins",
"Jiekun Yang",
"Hanxi Xiao",
"Manolis Kellis",
"Eric Xing"
] |
Contextualized Networks Reveal Heterogeneous Transcriptomic Regulation in Tumors at Sample-Specific Resolution
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=hYlfUTyp6p
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tony Shen",
"Mohit Pandey",
"Martin Ester"
] |
TacoGFN: Target Conditioned GFlowNet for Drug Design
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=cplCMo4II4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chengyue Gong",
"Lemeng Wu",
"Daniel Diaz",
"Xingchao Liu",
"James Loy",
"Adam Klivans",
"qiang liu"
] |
Microenvironment Flows as Protein Engineers
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=bxZMKHtlL6
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Magnus Høie",
"Alissa Hummer",
"Tobias Olsen",
"Morten Nielsen",
"Charlotte Deane"
] |
AntiFold: Improved antibody structure design using inverse folding
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=bh8dw3guwY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wei Lu",
"Jixian Zhang",
"Huang Weifeng",
"Ziqiao Zhang",
"Chengtao Li",
"Shuangjia Zheng"
] |
DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=bPcgbKDCUQ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amelia Villegas-Morcillo",
"Jana Weber",
"Marcel Reinders"
] |
Guiding diffusion models for antibody sequence and structure co-design with developability properties
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=awRjbuWxe4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
Inpainting Protein Sequence and Structure with ProtFill
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=YOGss3XXp0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lewis Cornwall",
"Grisha Szep",
"James Day",
"S R Gokul Krishnan",
"David Carter",
"Jamie Blundell",
"Lilly Wollman",
"Neil Dalchau",
"Aaron Sim"
] |
Fine-tuned protein language models capture T cell receptor stochasticity
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=XgkYO1S2vM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hannes Stark",
"Bowen Jing",
"Regina Barzilay",
"Tommi Jaakkola"
] |
Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=T3ROexdopD
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yang Yu",
"Shuang Wang",
"Dong Xu",
"Juexin Wang"
] |
Exploring the building blocks of cell organization as high-order network motifs with graph isomorphism network
| null |
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Workshop/GenBio
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https://openreview.net/forum?id=SckdgVW3Kq
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhuvarakesh Karthikeyan",
"Colin Raffel",
"Benjamin Vincent",
"Alex Rubinsteyn"
] |
Conditional Generation of Antigen Specific T-cell Receptor Sequences
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=SJYY3nQ0cX
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Giorgio Giannone",
"Neil Tenenholtz",
"James Hall",
"Nicolo Fusi",
"David Alvarez-Melis"
] |
Enhancing Language Models for Technical Domains with Dynamic Token Injection
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Qrx0Dt3RBg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Peter Pao-Huang",
"Bowen Jing",
"Bonnie Berger"
] |
Scalable Multimer Structure Prediction using Diffusion Models
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Pa6mFTZY4R
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Farhan Damani",
"David Brookes",
"Jeffrey Chan",
"Rishi Jajoo",
"Alexander Mijalis",
"Joyce Samson",
"Flaviu Vadan",
"Cameron Webster",
"Stephen Malina",
"Sam Sinai"
] |
Generative design for gene therapy: An in vivo validated method
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=PQa3giMLZp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xuejin Zhang",
"Tomas Geffner",
"Matt McPartlon",
"Mehmet Akdel",
"Dylan Abramson",
"Graham Holt",
"Alexander Goncearenco",
"Luca Naef",
"Michael Bronstein"
] |
Bending and Binding: Predicting Protein Flexibility upon Ligand Interaction using Diffusion Models
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Od1KtMeAYo
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuyang Wang",
"Ahmed Elhag",
"Navdeep Jaitly",
"Joshua Susskind",
"Miguel Bautista"
] |
Generating Molecular Conformer Fields
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Nf5BxVllgq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charles Harris",
"Kieran Didi",
"Arian Jamasb",
"Chaitanya Joshi",
"Simon Mathis",
"Pietro Lio",
"Tom Blundell"
] |
PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Mg2DM0F3AY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ethan Weinberger",
"Su-In Lee"
] |
A deep generative model of single-cell methylomic data
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=JPOW9FToYX
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jeremie Theddy Darmawan",
"Yarin Gal",
"Pascal Notin"
] |
Sampling Protein Language Models for Functional Protein Design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=HVQoom7ip2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Huixin Zhan",
"Zijun Frank Zhang"
] |
Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=FhFglOZbtZ
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabriele Corso",
"Arthur Deng",
"Nicholas Polizzi",
"Regina Barzilay",
"Tommi Jaakkola"
] |
The Discovery of Binding Modes Requires Rethinking Docking Generalization
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=F6LNvZNBsp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Avantika Lal",
"Tommaso Biancalani",
"Gökcen Eraslan"
] |
regLM: Designing realistic regulatory DNA with autoregressive language models
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Enqxq6TWoZ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tomer Cohen",
"Dina Schneidman-Duhovny"
] |
Epitope-specific antibody design using diffusion models on the latent space of ESM embeddings
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Ejw5zOOgLp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yining Huang",
"Steffanie Paul",
"Debora Marks"
] |
An Energy Based Model for Incorporating Sequence Priors for Target-Specific Antibody Design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=DpbMk2KOOX
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunha Hwang",
"Andre Cornman",
"Sergey Ovchinnikov",
"Peter Girguis"
] |
Genomic language model predicts protein co-regulation and function
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=DUjUJCqqA7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Minji Lee",
"Kyungmin Lee",
"Jinwoo Shin"
] |
Fine-tuning protein Language Models by ranking protein fitness
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=D6PJjvaE3D
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shugao Chen",
"Ziyao Li",
"xiangxiang Zeng",
"Guolin Ke"
] |
Amalga: Designable Protein Backbone Generation with Folding and Inverse Folding Guidance
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=CsjGuWD7hk
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Negin Manshour",
"Fei He",
"Duolin Wang",
"Dong Xu"
] |
Integrating Protein Structure Prediction and Bayesian Optimization for Peptide Design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=ChU7MCLk1J
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chengyue Gong",
"Adam Klivans",
"Jordan Wells",
"James Loy",
"qiang liu",
"Alex Dimakis",
"Daniel Diaz"
] |
Binding Oracle: Fine-Tuning From Stability to Binding Free Energy
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=CKCNCW9wxB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kyle Swanson",
"Gary Liu",
"Denise Catacutan",
"James Zou",
"Jonathan Stokes"
] |
Generative AI for designing and validating easily synthesizable and structurally novel antibiotics
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=BE2hok0lES
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eric Alcaide",
"Ziyao Li",
"Hang Zheng",
"Zhifeng Gao",
"Guolin Ke"
] |
UMD-fit: Generating Realistic Ligand Conformations for Distance-Based Deep Docking Models
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=AlPg6if5PU
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Huanlei Guo",
"Song Liu",
"Mingdi HU",
"Yilun Lou",
"Bingyi Jing"
] |
DiffDock-Site: A Novel Paradigm for Enhanced Protein-Ligand Predictions through Binding Site Identification
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=ALsSka1db3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aryan Pedawi",
"Saulo De Oliveira",
"Henry van den Bedem"
] |
Through the looking glass: navigating in latent space to optimize over combinatorial synthesis libraries
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=9BQ3l8OVru
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pouya M. Ghari",
"Alex Tseng",
"Gökcen Eraslan",
"Romain Lopez",
"Tommaso Biancalani",
"Gabriele Scalia",
"Ehsan Hajiramezanali"
] |
Generative Flow Networks Assisted Biological Sequence Editing
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=8PbTU4exnV
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Steffanie Paul",
"Aaron Kollasch",
"Pascal Notin",
"Debora Marks"
] |
Combining Structure and Sequence for Superior Fitness Prediction
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=73wnK2BvWg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Niels Larsen",
"Giorgio Giannone",
"Ole Winther",
"Kai Blin"
] |
Improving Precision in Language Models Learning from Invalid Samples
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=6NtRll9VdH
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sanjay Nagaraj",
"ZACHARY MCCAW",
"Theofanis Karaletsos",
"Daphne Koller",
"Anna Shcherbina"
] |
Machine learning derived embeddings of bulk multi-omics data enable clinically significant representations in a pan-cancer cohort
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=4k926QVVM4
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khang Ngo",
"Truong Son Hy"
] |
Target-Aware Variational Auto-Encoders for Ligand Generation with Multi-Modal Protein Modeling
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=4HQtWpQ4WG
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuyang Zhang",
"Zinnia Ma",
"Haipeng Gong"
] |
TopoDiff: Improving Protein Backbone Generation with Topology-aware Latent Encoding
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=46okCAggF5
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sizhen Li",
"Saeed Moayedpour",
"Ruijiang Li",
"Michael Bailey",
"Saleh Riahi",
"Milad Miladi",
"Jacob Miner",
"Dinghai Zheng",
"Jun Wang",
"Akshay Balsubramani",
"Khang Tran",
"Minnie",
"Monica Wu",
"Xiaobo Gu",
"Ryan Clinton",
"Carla Asquith",
"Joseph Skaleski",
"Lianne Boeglin",
"Sudha Chivukula",
"Anusha Dias",
"Fernando Ulloa Montoya",
"Vikram Agarwal",
"Ziv Bar-Joseph",
"Sven Jager"
] |
CodonBERT: Large Language Models for mRNA design and optimization
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=145TM9VQhx
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianlai Chen",
"Pranay Vure",
"Rishab Pulugurta",
"Pranam Chatterjee"
] |
AMP-Diffusion: Integrating Latent Diffusion with Protein Language Models for Antimicrobial Peptide Generation
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=0gl0SJtd2E
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Spencer Hey",
"Darren Angle",
"Christopher Chatham"
] |
Identifying Neglected Hypotheses in Neurodegenerative Disease with Large Language Models
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=tF464LogjS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jack Foxabbott",
"Sam Deverett",
"Kaspar Senft",
"Samuel Dower",
"Lewis Hammond"
] |
Defining and Mitigating Collusion in Multi-Agent Systems
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=cYuE7uV4ut
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthias Gerstgrasser",
"David C. Parkes"
] |
Oracles Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=XjHF5LWbNS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xuan Chen",
"Guanhong Tao",
"Xiangyu Zhang"
] |
Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=KOZwk7BFc3
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"John Yang",
"Akshara Prabhakar",
"Shunyu Yao",
"Kexin Pei",
"Karthik R Narasimhan"
] |
Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=HPmhaOTseN
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mikhail Terekhov",
"Romain Graux",
"Eduardo Neville",
"Denis Rosset",
"Gabin Kolly"
] |
Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=FuzJ9abiJb
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wenbo Guo",
"Taesung Lee",
"Kevin Eykholt",
"Jiyong Jiang"
] |
RAVE: Enabling safety verification for realistic deep reinforcement learning systems
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=FXZFrOvIoc
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sumeet Ramesh Motwani",
"Mikhail Baranchuk",
"Lewis Hammond",
"Christian Schroeder de Witt"
] |
A Perfect Collusion Benchmark: How can AI agents be prevented from colluding with information-theoretic undetectability?
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=5U8PGlJt2S
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiaolin Sun",
"Zizhan Zheng"
] |
Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=5HuBX8LvuT
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabriel Mukobi",
"Ann-Katrin Reuel",
"Juan-Pablo Rivera",
"Chandler Smith"
] |
Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=4RFv40DWkp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keegan Harris",
"Steven Wu",
"Maria Florina Balcan"
] |
Stackelberg Games with Side Information
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=4831vtb6Bp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sam Ganzfried"
] |
Safe Equilibrium
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=15wSm5uiSE
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayush Chopra",
"Arnau Quera-Bofarull",
"Nurullah Giray Kuru",
"Ramesh Raskar"
] |
Decentralized agent-based modeling
| null |
|||
Workshop/MASEC
|
https://openreview.net/forum?id=0O5vbRAWol
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lars Ankile",
"Matheus X.V. Ferreira",
"David Parkes"
] |
I See You! Robust Measurement of Adversarial Behavior
| null |
|||
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
|
https://openreview.net/forum?id=zGfKPqunJG
|
poster
|
NeurIPS2024 D&B
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wang Lin",
"Yueying Feng",
"WenKang Han",
"Tao Jin",
"Zhou Zhao",
"Fei Wu",
"Chang Yao",
"Jingyuan Chen"
] |
E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
| null |
|||
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
|
https://openreview.net/forum?id=yS1dUkQFnu
|
poster
|
NeurIPS2024 D&B
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi Xin",
"Siqi Luo",
"Xuyang Liu",
"Yuntao Du.",
"Haodi Zhou",
"Xinyu Cheng",
"Christina Luoluo Lee",
"Junlong Du",
"Haozhe Wang",
"MingCai Chen",
"Ting Liu",
"Guimin Hu",
"Zhongwei Wan",
"Rongchao Zhang",
"Aoxue Li",
"Mingyang Yi",
"Xiaohong Liu"
] |
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
| null |
|||
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
|
https://openreview.net/forum?id=xotfLEAF4u
|
poster
|
NeurIPS2024 D&B
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jihyung Kil",
"Zheda Mai",
"Justin Lee",
"Arpita Chowdhury",
"Zihe Wang",
"Kerrie Cheng",
"Lemeng Wang",
"Ye Liu",
"Wei-Lun Chao"
] |
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
| null |
|||
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
|
https://openreview.net/forum?id=xlKeMuyoZ5
|
poster
|
NeurIPS2024 D&B
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jakob Hauser",
"Dániel Kondor",
"Jenny Reddish",
"Majid Benam",
"Enrico Cioni",
"Federica Villa",
"James S Bennett",
"Daniel Hoyer",
"Pieter Francois",
"Peter Turchin",
"R. Maria del Rio-Chanona"
] |
Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM)
| null |
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