NeurIPS 2024 Conference Submissions

CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
Ziquan OU, Zijun Zhang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Motif-oriented influence maximization for viral marketing in large-scale social networks
Mingyang Zhou, Weiji Cao, Hao Liao, Rui Mao
- Published: 25 Sept 2024, Last Modified: 16 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Open-Book Neural Algorithmic Reasoning
Hefei Li, Chao Peng, Chenyang Xu, Zhengfeng Yang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Random Function Descent
Felix Benning, Leif Döring
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
Minjong Yoo, Jinwoo Jang, Wei-Jin Park, Honguk Woo
- Published: 25 Sept 2024, Last Modified: 07 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
PRODuctive bandits: Importance Weighting No More
Julian Zimmert, Teodor Vanislavov Marinov
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
CHENG LI, Damien Teney, Linyi Yang, Qingsong Wen, Xing Xie, Jindong Wang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
Matthew Zurek, Yudong Chen
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 oral
- Readers: Everyone
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
Minghan Li, Xilun Chen, Ari Holtzman, Beidi Chen, Jimmy Lin, Wen-tau Yih, Xi Victoria Lin
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
Ruiqi Zhang, Jingfeng Wu, Peter Bartlett
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
FedAvP: Augment Local Data via Shared Policy in Federated Learning
Minui Hong, Junhyeog Yun, Insu Jeon, Gunhee Kim
- Published: 25 Sept 2024, Last Modified: 24 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
Yujin Wang, Xu Tian yi, Zhang Fan, Tianfan Xue, Jinwei Gu
- Published: 25 Sept 2024, Last Modified: 15 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
Fan Yao, Yiming Liao, Jingzhou Liu, Shaoliang Nie, Qifan Wang, Haifeng Xu, Hongning Wang
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
CultureLLM: Incorporating Cultural Differences into Large Language Models
CHENG LI, Mengzhuo Chen, Jindong Wang, Sunayana Sitaram, Xing Xie
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Parameterized Approximation Schemes for Fair-Range Clustering
Zhen Zhang, Xiaohong Chen, Limei Liu, Jie Chen, Junyu Huang, Qilong Feng
- Published: 25 Sept 2024, Last Modified: 10 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Online Relational Inference for Evolving Multi-agent Interacting Systems
Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
- Published: 25 Sept 2024, Last Modified: 14 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
Jiaxiang Li, Siliang Zeng, Hoi To Wai, Chenliang Li, Alfredo Garcia, Mingyi Hong
- Published: 25 Sept 2024, Last Modified: 20 Dec 2024
- NeurIPS 2024 poster
- Readers: Everyone
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
Nima Dehmamy, Csaba Both, Jeet Mohapatra, Subhro Das, Tommi Jaakkola
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
Divyansh Srivastava, Ge Yan, Tsui-Wei Weng
- Published: 25 Sept 2024, Last Modified: 16 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
Huizhuo Yuan, Zixiang Chen, Kaixuan Ji, Quanquan Gu
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Safe Exploitative Play with Untrusted Type Beliefs
Tongxin Li, Tinashe Handina, Shaolei Ren, Adam Wierman
- Published: 25 Sept 2024, Last Modified: 16 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
Yeming Wen, Swarat Chaudhuri
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
Hongyu Shen, Yici Yan, Zhizhen Zhao
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Communication Bounds for the Distributed Experts Problem
Zhihao Jia, Qi Pang, Trung Tran, David Woodruff, Zhihao Zhang, Wenting Zheng
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- NeurIPS 2024 poster
- Readers: Everyone
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function
Chenyi Zhuang, Ying Hu, Pan Gao
- Published: 25 Sept 2024, Last Modified: 01 Jan 2025
- NeurIPS 2024 poster
- Readers: Everyone