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Workshop/ReALML | https://openreview.net/forum?id=yvWlYTAkl3 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Carlos Martin",
"Craig Boutilier",
"Ofer Meshi"
] | Model-Free Preference Elicitation | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=yuJEkWSkTN | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lan Zhang",
"Luigi Franco Tedesco",
"Pankaj Rajak",
"Youcef Zemmouri",
"Hakan Brunzell"
] | Active Learning for Iterative Offline Reinforcement Learning | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=y7FZ6KXEvl | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hongju Park",
"Mohamad Kazem Shirani Faradonbeh"
] | Sequentially Adaptive Experimentation for Learning Optimal Options subject to Unobserved Contexts | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=xrz7hNsLNd | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Arundhati Banerjee",
"Jeff Schneider"
] | Decentralized and Asynchronous Multi-Agent Active Search and Tracking when Targets Outnumber Agents | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=wtDzsitgO8 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Riccardo Poiani",
"Alberto Maria Metelli",
"Marcello Restelli"
] | Pure Exploration under Mediators’ Feedback | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=vBwfTUDTtz | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mitsuru Matsuura",
"Satoshi Hara"
] | Active Model Selection: A Variance Minimization Approach | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=utVPf9dRgy | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ketong Shao",
"Diego Romeres",
"Ankush Chakrabarty",
"Ali Mesbah"
] | Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=u6NK3Jm4ka | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kacper Wyrwal",
"Viacheslav Borovitskiy"
] | Residual Deep Gaussian Processes on Manifolds for Geometry-aware Bayesian Optimization on Hyperspheres | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=u2eV6JA0nY | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rajesh Shrestha",
"Omeed Habibelahian",
"Arash Termehchy",
"Paolo Papotti"
] | Exploratory Training: When Annotators Learn About Data | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=t3PzfH98Mq | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Miles Wang-Henderson",
"Bartu Soyuer",
"Parnian Kassraie",
"Andreas Krause",
"Ilija Bogunovic"
] | Graph Neural Bayesian Optimization for Virtual Screening | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=sTkValZrOS | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Julien Audiffren"
] | Zooming Optimistic Optimization Method to solve the Threshold Estimation Problem | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=obBbfvg5d0 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Joseph Kagan",
"Adeel Razi"
] | On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=n9zR0sMY4c | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Harit Vishwakarma",
"Heguang Lin",
"Ramya Vinayak"
] | Human-in-the-Loop Out-of-Distribution Detection with False Positive Rate Control | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=kPWO1v0slD | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tom Blau",
"Iadine Chades",
"Amir Dezfouli",
"Daniel M Steinberg",
"Edwin V. Bonilla"
] | Cross-Entropy Estimators for Sequential Experiment Design with Reinforcement Learning | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=k2kBjcKVal | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ian Char",
"Youngseog Chung",
"Rohan Shah",
"Willie Neiswanger",
"Jeff Schneider"
] | Correlated Trajectory Uncertainty for Adaptive Sequential Decision Making | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=juq0ZUWOoY | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yingru Li",
"Jiawei Xu",
"Zhi-Quan Luo"
] | Efficient and scalable reinforcement learning via Hypermodel | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=iK8FzJvQMH | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] | ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=hzJq3WVGd9 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Enoch H. Kang",
"Panganamala Kumar"
] | Near-equivalence between bounded regret and delay robustness in interactive decision making | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=gkChsof0Rg | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Takuma Ochiai",
"Keiichiro Seno",
"Kota Matsui",
"Satoshi Hara"
] | Active Testing of Binary Classification Model Using Level Set Estimation | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=eLIk3m5C79 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tim Bakker",
"Thomas Hehn",
"Tribhuvanesh Orekondy",
"Arash Behboodi",
"Fabio Valerio Massoli"
] | Active Learning Policies for Solving Inverse Problems | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=dfUF5EbJUj | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chao Qin",
"Daniel Russo"
] | Generalized Objectives in Adaptive Experiments: The Frontier between Regret and Speed | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=brPrxb9Zz3 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] | ExPT: Scaling Foundation Models for Experimental Design via Synthetic Pretraining | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=YrAXARes9d | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yunsheng Tian",
"Pavle Vanja Konakovic",
"Beichen Li",
"Ane Zuniga",
"Michael Foshey",
"Timothy Erps",
"Wojciech Matusik",
"Mina Konakovic Lukovic"
] | AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=YRxd1szajS | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhichu Ren",
"Zhen Zhang",
"Yunsheng Tian",
"Ju Li"
] | Accelerated High-Entropy Alloys Discovery for Electrocatalysis via Robotic-Aided Active Learning | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=Xu8d36bb5c | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Harit Vishwakarma",
"Heguang Lin",
"Frederic Sala",
"Ramya Vinayak"
] | Understanding Threshold-based Auto-labeling: The Good, the Bad, and the Terra Incognita | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=WDLXX4NJSK | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jianwei Shen",
"Jason Pacheco"
] | Efficient Variational Sequential Information Control | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=SuSPkCI0qP | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zoe Fowler",
"Kiran Premdat Kokilepersaud",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] | Learning in Clinical Trial Settings | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=SmvTEe9iSG | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Marshal Arijona Sinaga",
"Julien Martinelli",
"Samuel Kaski"
] | Preferential Heteroscedastic Bayesian Optimization with Informative Noise Priors | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=ScOvmGz4xH | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Melis Ilayda Bal",
"Pier Giuseppe Sessa",
"Mojmir Mutny",
"Andreas Krause"
] | Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=QIwA1zUd2t | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hong Chul Nam",
"Chanwoo Park"
] | NPC-NIS: Navigating Semiconductor Process Corners with Neural Importance Sampling | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=P7PuMQEKbF | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ethan Che",
"Jimmy Wang",
"Hongseok Namkoong"
] | Planning Contextual Adaptive Experiments with Model Predictive Control | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=GKq0Vco2TW | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vivek Mishra",
"Raul Astudillo",
"Peter I. Frazier",
"Fumin Zhang"
] | Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=FDoS9cHQTp | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] | Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=F6jSo0PIKy | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aditi Agarwal",
"Suraj Jaiswal",
"Madhav Kanda",
"Dhruv Patel",
"Rishabh Mondal",
"Vannsh Jani",
"Zeel B Patel",
"Nipun Batra",
"Sarath Guttikunda"
] | Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=Ej4YjxAvcp | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Aarshvi Gajjar",
"Xingyu Xu",
"Christopher Musco",
"Chinmay Hegde"
] | Improved Bounds for Agnostic Active Learning of Single Index Models | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=CzdSCFOG1n | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alan Mishler",
"Mohsen Ghassemi",
"Alec Koppel",
"Sumitra Ganesh"
] | Active Learning with Missing Not At Random Outcomes | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=A1RVn1m3J3 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bojana Ranković",
"Philippe Schwaller"
] | BoChemian: Large Language Model Embeddings for Bayesian Optimization of Chemical Reactions | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=7juV7SKVvM | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Progyan Das",
"Mihir Agarwal"
] | Less But Better
Towards better AQ Monitoring by learning
Inducing Points for Multi-Task Gaussian Processes | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=7iybUXjQgp | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hakki Orhun Akengin",
"Mehmet Anil Aslihak",
"Yiqi Jiang",
"Yang Li",
"Oscar Hernandez",
"Hakan Inan",
"Christopher Miranda",
"Marta Blanco Pozo",
"Fatih Dinc",
"Mark Schnitzer"
] | ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=5br5UllmBy | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shreyas Chaudhari",
"Philip S. Thomas",
"Bruno Castro da Silva"
] | Learning Models and Evaluating Policies with Offline Off-Policy Data under Partial Observability | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=2aOKjoPwT4 | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yuta Kokubun",
"Kota Matsui",
"Kentaro Kutsukake",
"Wataru Kumagai",
"Takafumi Kanamori"
] | Local Acquisition Function for Active Level Set Estimation | null |
|||
Workshop/ReALML | https://openreview.net/forum?id=0CPnNCOFiI | realml-2023 | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexandru Tifrea",
"John Hill",
"Fanny Yang"
] | Improving class and group imbalanced classification with uncertainty-based active learning | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=shwYa41B3G | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/mayhugotong/gentkg | [
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] | GenTKG: Generative Forecasting on Temporal Knowledge Graph | 27 |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=sCk5NkZ8Ow | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Seongjin Choi",
"Gahee Kim",
"Se-Young Yun"
] | Node Mutual Information: Enhancing Graph Neural Networks for Heterophily | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=sC6NcC4ns9 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hamed Shirzad",
"Balaji Venkatachalam",
"Ameya Velingker",
"Danica Sutherland",
"David Woodruff"
] | Low-Width Approximations and Sparsification for Scaling Graph Transformers | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=q2xXh4M9Dx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Caterina Graziani",
"Tamara Drucks",
"Monica Bianchini",
"franco scarselli",
"Thomas Gärtner"
] | No PAIN no Gain: More Expressive GNNs with Paths | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=nMdpkeYKzJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ege Erdogan",
"Simon Geisler",
"Stephan Günnemann"
] | Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=mv5sZrQwLM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Edo Cohen-Karlik",
"Eyal Rozenberg",
"Daniel Freedman"
] | Order Agnostic Autoregressive Graph Generation | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=lSa6SEEqTL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qiyu Kang",
"Kai Zhao",
"Yang Song",
"Yihang Xie",
"Yanan Zhao",
"Sijie Wang",
"Rui She",
"Wee Peng Tay"
] | Coupling Graph Neural Networks with Non-Integer Order Dynamics: A Robustness Study | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=lR5NYB9zrv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Veronica Lachi",
"Alice Moallemy-Oureh",
"Andreas Roth",
"Pascal Welke"
] | Graph Pooling Provably Improves Expressivity | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=jyfiPivRBH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jin Huang",
"Xingjian Zhang",
"Qiaozhu Mei",
"Jiaqi Ma"
] | Can LLMs Effectively Leverage Graph Structural Information: When and Why | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=i8JgQVS30K | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alex Davies",
"Riku Green",
"Nirav Ajmeri",
"Telmo Silva Filho"
] | Its All Graph To Me: Single-Model Graph Representation Learning on Multiple Domains | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=hySoEBuTuM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xuan Li",
"Zhanke Zhou",
"Jiangchao Yao",
"Yu Rong",
"Lu Zhang",
"Bo Han"
] | Long-Range Neural Atom Learning for Molecular Graphs | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=gXCqzpvhuD | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Franka Bause",
"Fabian Jogl",
"Patrick Indri",
"Tamara Drucks",
"David Penz",
"Nils Kriege",
"Thomas Gärtner",
"Pascal Welke",
"Maximilian Thiessen"
] | Maximally Expressive GNNs for Outerplanar Graphs | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=fLEPS2BwRL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] | Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=eYyZisiBG3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Adriana Gonzalez Cavazos"
] | Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=e8ba9Hu1mM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Guy Bar-Shalom",
"Beatrice Bevilacqua",
"Haggai Maron"
] | Subgraphormer: Subgraph GNNs meet Graph Transformers | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=d1oVSv97ZM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Shuai Wang",
"Jiayi Shen",
"Athanasios Efthymiou",
"Stevan Rudinac",
"Monika Kackovic",
"Nachoem Wijnberg",
"Marcel Worring"
] | ProtoHG: Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=ck099Dyu4j | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bowen Jin",
"Wentao Zhang",
"Yu Zhang",
"Yu Meng",
"Han Zhao",
"Jiawei Han"
] | Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=a9loLCbWs1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Guoji Fu",
"Mohammed Haroon Dupty",
"Yanfei Dong",
"Wee Sun Lee"
] | Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=YXSJxi8dOV | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Federico Berto",
"Chuanbo Hua",
"Junyoung Park",
"Minsu Kim",
"Hyeonah Kim",
"Jiwoo Son",
"Haeyeon Kim",
"Joungho Kim",
"Jinkyoo Park"
] | RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=XanCwCz4mR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Varun Kausika",
"Saurabh Jha",
"Adya Jha",
"Amy Zhang",
"Michael Sury"
] | CuriousWalk: Enhancing Multi-Hop Reasoning in Graphs with Random Network Distillation | null |
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Workshop/GLFrontiers | https://openreview.net/forum?id=U0EPHUDrot | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Thu Trang Dinh",
"Julia Handl",
"Luis Ospina-Forero"
] | On the modelling and impact of negative edges in graph convolutional networks for node classification | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=TsjGaj45Li | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Florian Sestak",
"Lisa Schneckenreiter",
"Sepp Hochreiter",
"Andreas Mayr",
"Günter Klambauer"
] | VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=ScNNo7v4t0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhikai Chen",
"Haitao Mao",
"Hang Li",
"Wei Jin",
"Hongzhi Wen",
"Xiaochi Wei",
"Shuaiqiang Wang",
"Dawei Yin",
"Wenqi Fan",
"Hui Liu",
"Jiliang Tang"
] | Exploring the Potential of Large Language Models (LLMs) in Learning on Graph | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=QA3Z1cPDrc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dobrik Georgiev",
"Pietro Lio",
"Jakub Bachurski",
"Junhua Chen",
"Tunan Shi"
] | Beyond Erdos-Renyi: Generalization in Algorithmic Reasoning on Graphs | null |
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Workshop/GLFrontiers | https://openreview.net/forum?id=PYcp183GBL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dolores Garcia",
"Gregor Kržmanc",
"Philipp Zehetner",
"Jan Kieseler",
"Michele Selvaggi"
] | Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=NE8Da26bEW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Han Xuanyuan",
"Tianxiang Zhao",
"Dongsheng Luo"
] | Shedding Light on Random Dropping and Oversmoothing | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=JTRErQb2oN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhongyu Ouyang",
"Shifu Hou",
"Shang Ma",
"Chaoran Chen",
"Chunhui Zhang",
"Toby Li",
"Xusheng Xiao",
"Chuxu Zhang",
"Yanfang Ye"
] | Prompt Learning Unlocked for App Promotion in the Wild | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=I5hf3opvgK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Amit Roy",
"Juan Shu",
"Olivier Elshocht",
"Jeroen Smeets",
"Ruqi Zhang",
"Pan Li"
] | GAD-EBM: Graph Anomaly Detection using Energy-Based Models | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=HKdsrm5nCW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mohit Kataria",
"Aditi Khandelwal",
"Rocktim Das",
"Sandeep Kumar",
"Jayadeva Jayadeva"
] | Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=EVp40Cz0PR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sumedh B G",
"Sanjay Patnala",
"Himil Vasava",
"Akshay Sethi",
"Sonia Gupta"
] | SATG : Structure Aware Transformers on Graphs for Node Classification | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=BaxFC3z9R6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hongkang Li",
"Meng Wang",
"Tengfei Ma",
"Sijia Liu",
"ZAIXI ZHANG",
"Pin-Yu Chen"
] | What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=947KhgKKGG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nanxiang Wang",
"Chen Lin",
"Michael Bronstein",
"Philip Torr"
] | Towards Flexible, Efficient, and Effective Tensor Product Networks | null |
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Workshop/GLFrontiers | https://openreview.net/forum?id=7xlWBzaeJN | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] | ChatPathway: Conversational Large Language Models for Biology Pathway Detection | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=60fJkjHV0r | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yassine ABBAHADDOU",
"Johannes Lutzeyer",
"Michalis Vazirgiannis"
] | Graph Neural Networks on Discriminative Graphs of Words | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=5RA0ysv8PX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Puja Trivedi",
"Mark Heimann",
"Rushil Anirudh",
"Danai Koutra",
"Jayaraman J. Thiagarajan"
] | Estimating Epistemic Uncertainty of Graph Neural Networks using Stochastic Centering | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=4tGqks76l7 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] | On the Consistency of GNN Explainability Methods | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=421Y6z81UZ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jian Vora"
] | GNN Predictions on k-hop Egonets Boosts Adversarial Robustness | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=0oY0LPPH4e | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ce Zhang",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara",
"Yaqi Xie"
] | Robust Hierarchical Scene Graph Generation | null |
|||
Workshop/GLFrontiers | https://openreview.net/forum?id=0YeJyvv2rO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xiao Yue",
"Bo Liu",
"Andrew Meng",
"Guangzhi Qu"
] | MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=uSvN2oozRK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Does It Know?: Probing and Benchmarking Uncertainty in Language Model Latent Beliefs | null |
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Workshop/ATTRIB | https://openreview.net/forum?id=lDeysxpH6W | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent | null |
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Workshop/ATTRIB | https://openreview.net/forum?id=klVoedPgtY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation (Workshop Version) | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=ie6hRGMCp2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Adversarial Attacks on Neuron Interpretation via Activation Maximization | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=i0x5EKSDdq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=csilNwWnoG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Efficient Data Valuation for Weighted Nearest Neighbor Algorithms | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=bqOzmRPGCX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Object Detection in Deep Neural Networks Differs from Humans in the Periphery | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=Zqj3YQ1QAC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Formal Definition of Fingerprints Improves Attribution of Generative Models | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=KLVL0Kj6E8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Self-Select: Optimizing Instruction Selection for Large Language Models | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=Hi9zCFiiNw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Speculative Behavior: An Approach to Large Language Model Evaluation and Optimization | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=G8RRE6zDGm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Algorithm Selection with Priority Order for Instances | null |
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Workshop/ATTRIB | https://openreview.net/forum?id=EKvqw9k3lC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Backtracking Mathematical Reasoning of Language Models to the Pretraining Data | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=CgHj6c4t5g | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Forbidden Facts: An Investigation of Competing Objectives in Llama 2 | null |
|||
Workshop/ATTRIB | https://openreview.net/forum?id=13VkFDTKHH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | null | Data Attribution for Segmentation Models | null |
|||
Workshop/UniReps | https://openreview.net/forum?id=zV0gv4a4Yj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Celia Cintas",
"Payel Das",
"Jarret Ross",
"Brian Belgodere",
"Girmaw Abebe Tadesse",
"Vijil Chenthamarakshan",
"Jannis Born",
"Skyler Speakman"
] | Characterizing pre-trained and task-adapted molecular representations | null |
|||
Workshop/UniReps | https://openreview.net/forum?id=uviLSCIsvt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ziming Liu",
"Ziqian Zhong",
"Max Tegmark"
] | Grokking as Simplification: A Nonlinear Complexity Perspective | null |
|||
Workshop/UniReps | https://openreview.net/forum?id=ul5OdS6pfU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Till Aczel",
"Roger Wattenhofer"
] | Efficient Multimodal Alignment: To Freeze or Not to Freeze? | null |
|||
Workshop/UniReps | https://openreview.net/forum?id=uVZB637Dgx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Cindy Wu",
"Ekdeep Singh Lubana",
"Bruno Kacper Mlodozeniec",
"Robert Kirk",
"David Krueger"
] | What Mechanisms Does Knowledge Distillation Distill? | null |
|||
Workshop/UniReps | https://openreview.net/forum?id=uKWqDnLI3o | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Dan Friedman",
"Andrew Kyle Lampinen",
"Lucas Dixon",
"Danqi Chen",
"Asma Ghandeharioun"
] | Comparing Representational and Functional Similarity in Small Transformer Language Models | null |
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