---
title: "NeurIPS 2024 — all accepted papers, page 2 — the most cited first"
description: "All 4,494 papers of NeurIPS 2024 · page 2 of 45, the most cited first; those with our summary link to it."
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# NeurIPS 2024: all accepted papers

4,494 papers · page 2 of 45 · the most cited first · [← NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/)

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101. **[Questioning the Survey Responses of Large Language Models ↗](https://doi.org/10.52202/079017-1458)**Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Dünner*42 citations*
102. **[Diffusion for World Modeling: Visual Details Matter in Atari ↗](https://doi.org/10.52202/079017-1873)**Eloi Alonso, Adam Jelley, Vincent Micheli et al.*41 citations*
103. **[HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data ↗](https://doi.org/10.52202/079017-2057)**Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik*41 citations*
104. **[Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset](https://md.research.elamur.ai/free/en/papers/wang-2024-measuring-multimodal-mathematical-reasoning-math/)**Ke Wang, Junting Pan, Weikang Shi et al.*41 citations · our summary*
105. **[SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation ↗](https://doi.org/10.52202/079017-0171)**Hang Yin, Xiuwei Xu, Zhenyu Wu et al.*40 citations*
106. **[Scaling transformer neural networks for skillful and reliable medium-range weather forecasting ↗](https://doi.org/10.52202/079017-2196)**Tung Thanh Nguyen, Rohan Shah, Hritik Bansal et al.*40 citations*
107. **[VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding ↗](https://doi.org/10.52202/079017-0106)**Xiang Li, Jian Ding, Mohamed Elhoseiny*40 citations*
108. **[MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space ↗](https://doi.org/10.52202/079017-0862)**Jiangwei Weng, Zhiqiang Yan, Ying Yu Tai et al.*39 citations*
109. **[RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs ↗](https://doi.org/10.52202/079017-3850)**Yue Yu, Wei Ping, Zihan Liu et al.*39 citations*
110. **[Towards Robust Multimodal Sentiment Analysis with Incomplete Data ↗](https://doi.org/10.52202/079017-1779)**Haoyu Zhang, Wenbin Wang, Tianshu Yu*38 citations*
111. **[Are Self-Attentions Effective for Time Series Forecasting? ↗](https://doi.org/10.52202/079017-3627)**Dongbin Kim, J.-G. Park, Jaewook Lee et al.*37 citations*
112. **[LION: Linear Group RNN for 3D Object Detection in Point Clouds ↗](https://doi.org/10.52202/079017-0435)**Zhe Liu, Jinghua Hou, Xinyu Wang et al.*37 citations*
113. **[One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos ↗](https://doi.org/10.52202/079017-0219)**Zechen Bai, Tong He, Haiyang Mei et al.*37 citations*
114. **[QKFormer: Hierarchical Spiking Transformer using Q-K Attention ↗](https://doi.org/10.52202/079017-0416)**Chenlin Zhou, Han Zhang, Zhaokun Zhou et al.*37 citations*
115. **[The GAN is dead; long live the GAN! A Modern GAN Baseline ↗](https://doi.org/10.52202/079017-1402)**Yi‐Wen Huang, Aaron Gokaslan, Volodymyr Kuleshov et al.*37 citations*
116. **[Frequency Adaptive Normalization For Non-stationary Time Series Forecasting ↗](https://doi.org/10.52202/079017-0985)**Weiwei Ye, Songgaojun Deng, Qiaosha Zou et al.*36 citations*
117. **[Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration ↗](https://doi.org/10.52202/079017-0088)**Junyang Wang, Haiyang Xu, Haitao Jia et al.*36 citations*
118. **[Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification ↗](https://doi.org/10.52202/079017-3098)**Yuankai Luo, Lei Shi, Xiaoming Wu*35 citations*
119. **[CountGD: Multi-Modal Open-World Counting ↗](https://doi.org/10.52202/079017-1547)**Niki Amini-Naieni, Tengda Han, Andrew Zisserman*35 citations*
120. **[MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention](https://md.research.elamur.ai/free/en/papers/jiang-2024-minference-1-0-accelerating-pre/)**Huiqiang Jiang, Yucheng Li, Zhenhua Han et al.*35 citations · our summary*
121. **[Personalized Federated Learning via Feature Distribution Adaptation ↗](https://doi.org/10.52202/079017-2451)**Connor McLaughlin, Lili Su*35 citations*
122. **[RedPajama: an Open Dataset for Training Large Language Models](https://md.research.elamur.ai/free/en/papers/weber-2024-redpajama-open-dataset-training-large/)**Maurice Weber, Daniel Y. Fu, Quentin G. Anthony et al.*35 citations · our summary*
123. **[SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion ↗](https://doi.org/10.52202/079017-3867)**Ming Dai, Lingfeng Yang, Yihao Xu et al.*35 citations*
124. **[Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting ↗](https://doi.org/10.52202/079017-1956)**Ziyi Yang, Xinyu Gao, Yang-Tian Sun et al.*35 citations*
125. **[HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning ↗](https://doi.org/10.52202/079017-0304)**Chunlin Tian, Zhan Shi, Zhijiang Guo et al.*34 citations*
126. **[PLIP: Language-Image Pre-training for Person Representation Learning ↗](https://doi.org/10.52202/079017-1452)**Jialong Zuo, Jiahao Hong, Feng Zhang et al.*34 citations*
127. **[DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting ↗](https://doi.org/10.52202/079017-3444)**Tao Dai, Beiliang Wu, Peiyuan Liu et al.*33 citations*
128. **[OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding ↗](https://doi.org/10.52202/079017-0604)**Yanmin Wu, Jiarui Meng, Haijie Li et al.*33 citations*
129. **[Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts ↗](https://doi.org/10.52202/079017-0242)**Mohammad Khan, Sankalp Sinha, Talha Uddin Sheikh et al.*33 citations*
130. **[RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar ↗](https://doi.org/10.52202/079017-3222)**Fangqiang Ding, Xiangyu Wen, Yunzhou Zhu et al.*32 citations*
131. **[WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs](https://md.research.elamur.ai/free/en/papers/han-2024-wildguard-open-one-stop-moderation/)**Seungju Han, Kavel Rao, Allyson Ettinger et al.*32 citations · our summary*
132. **[You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection ↗](https://doi.org/10.52202/079017-2765)**Mingbo Hong, Shen Cheng, Haibin Huang et al.*32 citations*
133. **[3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors ↗](https://doi.org/10.52202/079017-4237)**Xi Liu, Chaoyi Zhou, Siyu Huang*31 citations*
134. **[Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation ↗](https://doi.org/10.52202/079017-2983)**Qi Bi, Jingjun Yi, Hao Zheng et al.*31 citations*
135. **[MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution ↗](https://doi.org/10.52202/079017-1647)**Wei Tao, Yucheng Zhou, Yanlin Wang et al.*31 citations*
136. **[ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search](https://md.research.elamur.ai/free/en/papers/zhang-2024-rest-mcts-llm-self-training/)**Dan Zhang, Sining Zhoubian, Ziniu Hu et al.*31 citations · our summary*
137. **[CRAG - Comprehensive RAG Benchmark ↗](https://doi.org/10.52202/079017-0335)**Xiao Yang, Kai Sun, Hao Xin et al.*30 citations*
138. **[E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection ↗](https://doi.org/10.52202/079017-1658)**Jiaqing Zhang, Mingxiang Cao, Weiying Xie et al.*30 citations*
139. **[Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning ↗](https://doi.org/10.52202/079017-3522)**Yuexiang Zhai, Hao Bai, Zipeng Lin et al.*30 citations*
140. **[KnowGPT: Knowledge Graph based Prompting for Large Language Models ↗](https://doi.org/10.52202/079017-0196)**Qinggang Zhang, Junnan Dong, Hao Chen et al.*30 citations*
141. **[L4GM: Large 4D Gaussian Reconstruction Model ↗](https://doi.org/10.52202/079017-1810)**Jiawei Ren, Kevin Xie, Ashkan Mirzaei et al.*30 citations*
142. **[Long-form factuality in large language models](https://md.research.elamur.ai/free/en/papers/wei-2024-long-form-factuality-large-language/)**Jerry Wei, Chengrun Yang, Xinying Song et al.*30 citations · our summary*
143. **[Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models ↗](https://doi.org/10.52202/079017-1141)**Letian Gong, Yan Dan Lin, Xinyue Zhang et al.*30 citations*
144. **[RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation ↗](https://doi.org/10.52202/079017-0692)**Dongyu Ru, Lin Qiu, Xiangkun Hu et al.*30 citations*
145. **[Recurrent neural networks: vanishing and exploding gradients are not the end of the story ↗](https://doi.org/10.52202/079017-4425)**Nicolas Zucchet, Antonio Orvieto*30 citations*
146. **[Streaming Long Video Understanding with Large Language Models ↗](https://doi.org/10.52202/079017-3792)**Rui Qian, Xiaoyi Dong, Pan Zhang et al.*30 citations*
147. **[Can Large Language Model Agents Simulate Human Trust Behavior? ↗](https://doi.org/10.52202/079017-0501)**Chengxing Xie, Canyu Chen, Feiran Jia et al.*29 citations*
148. **[ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model ↗](https://doi.org/10.52202/079017-1631)**Yufei Wang, Zhihao Li, Lanqing Guo et al.*29 citations*
149. **[Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration ↗](https://doi.org/10.52202/079017-4290)**Wenjie Fu, Huandong Wang, Chen Gao et al.*29 citations*
150. **[VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction ↗](https://doi.org/10.52202/079017-4434)**Hanlin Chen, Fangyin Wei, Chen Li et al.*29 citations*
151. **[Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs ↗](https://doi.org/10.52202/079017-0011)**Xuan Zhang, Chao Du, Tianyu Pang et al.*28 citations*
152. **[Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models ↗](https://doi.org/10.52202/079017-1158)**Yimeng Zhang, Xin Chen, Jinghan Jia et al.*28 citations*
153. **[Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models ↗](https://doi.org/10.52202/079017-3519)**Hanwen Liang, Yuyang Yin, D. Xu et al.*28 citations*
154. **[GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction ↗](https://doi.org/10.52202/079017-4115)**Mulin Yu, Tao Lu, Tao Lu et al.*28 citations*
155. **[Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models ↗](https://doi.org/10.52202/079017-2400)**Jiayu Wang, Yifei Ming, Zhenmei Shi et al.*28 citations*
156. **[MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations ↗](https://doi.org/10.52202/079017-3041)**Yixin Cao, Yuhang Zang, Meiqi Chen et al.*28 citations*
157. **[MeshXL: Neural Coordinate Field for Generative 3D Foundation Models ↗](https://doi.org/10.52202/079017-3080)**Sijin Chen, Xin Chen, Anqi Pang et al.*28 citations*
158. **[Understanding Hallucinations in Diffusion Models through Mode Interpolation ↗](https://doi.org/10.52202/079017-4278)**Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton et al.*28 citations*
159. **[Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation ↗](https://doi.org/10.52202/079017-2090)**Peihua Li, Haoyuan Yang, Peihua Li*28 citations*
160. **[BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices ↗](https://doi.org/10.52202/079017-0685)**Anka Reuel, Amelia Hardy, Chandler Smith et al.*27 citations*
161. **[Can We Leave Deepfake Data Behind in Training Deepfake Detector? ↗](https://doi.org/10.52202/079017-0691)**Jikang Cheng, Zhiyuan Yan, Ying Zhang et al.*27 citations*
162. **[Compact Language Models via Pruning and Knowledge Distillation ↗](https://doi.org/10.52202/079017-1299)**Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi et al.*27 citations*
163. **[Exploiting LLM Quantization ↗](https://doi.org/10.52202/079017-1319)**Kazuki Egashira, Mark Vero, Robin Staab et al.*27 citations*
164. **[FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge ↗](https://doi.org/10.52202/079017-1429)**Hanzhe Li, Jiaran Zhou, Yuezun Li et al.*27 citations*
165. **[On Softmax Direct Preference Optimization for Recommendation ↗](https://doi.org/10.52202/079017-0863)**Yuxin Chen, Junfei Tan, An Zhang et al.*27 citations*
166. **[PuLID: Pure and Lightning ID Customization via Contrastive Alignment ↗](https://doi.org/10.52202/079017-1159)**Zinan Guo, Yanze Wu, Zhuowei Chen et al.*27 citations*
167. **[RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation ↗](https://doi.org/10.52202/079017-3314)**Peihua Mai, Ran Yan, Yan Pang*27 citations*
168. **[ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization ↗](https://doi.org/10.52202/079017-0129)**Huayang Huang, Yu Wu, Qian Wang*27 citations*
169. **[StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation ↗](https://doi.org/10.52202/079017-3501)**Yupeng Zhou, Daquan Zhou, Ming‐Ming Cheng et al.*27 citations*
170. **[Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image ↗](https://doi.org/10.52202/079017-3974)**Kailu Wu, Fangfu Liu, Zhihan Cai et al.*27 citations*
171. **[Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models ↗](https://doi.org/10.52202/079017-4423)**Xingyu Fu, Weijia Shi, Xingyu Fu et al.*27 citations*
172. **[A StrongREJECT for Empty Jailbreaks ↗](https://doi.org/10.52202/079017-3984)**Alexandra Souly, Qingyuan Lu, Dillon Bowen et al.*26 citations*
173. **[DiffusionPDE: Generative PDE-Solving under Partial Observation ↗](https://doi.org/10.52202/079017-4140)**Jiahe Huang, Guandao Yang, Zichen Wang et al.*26 citations*
174. **[Guiding a Diffusion Model with a Bad Version of Itself ↗](https://doi.org/10.52202/079017-1679)**Tero Karras, Miika Aittala, Tuomas Kynkäänniemi et al.*26 citations*
175. **[OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding ↗](https://doi.org/10.52202/079017-2291)**Tao Zhang, Xiangtai Li, Hao Fei et al.*26 citations*
176. **[Reflective Multi-Agent Collaboration based on Large Language Models ↗](https://doi.org/10.52202/079017-4397)**Xiaohe Bo, Zeyu Zhang, Quanyu Dai et al.*26 citations*
177. **[CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs ↗](https://doi.org/10.52202/079017-3609)**Zirui Wang, Mengzhou Xia, Howard Chen et al.*25 citations*
178. **[GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI ↗](https://doi.org/10.52202/079017-2992)**Pengcheng Chen, Jin Ye, Guoan Wang et al.*25 citations*
179. **[Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning ↗](https://doi.org/10.52202/079017-0269)**Jiapu Wang, Kai Sun, Linhao Luo et al.*25 citations*
180. **[LoRA-GA: Low-Rank Adaptation with Gradient Approximation ↗](https://doi.org/10.52202/079017-1741)**Shaowen Wang, Linxi Yu, Jian Li*25 citations*
181. **[MassSpecGym: A benchmark for the discovery and identification of molecules ↗](https://doi.org/10.52202/079017-3491)**Roman Bushuiev, Anton Bushuiev, Niek De Jonge et al.*25 citations*
182. **[MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting ↗](https://doi.org/10.52202/079017-3229)**Ruijie Zhu, Yanzhe Liang, Hanzhi Chang et al.*25 citations*
183. **[An Image is Worth 32 Tokens for Reconstruction and Generation ↗](https://doi.org/10.52202/079017-4096)**Qihang Yu, Mark Weber, Xueqing Deng et al.*24 citations*
184. **[FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes ↗](https://doi.org/10.52202/079017-3409)**Yunsong Wang, Tianxin Huang, Hanlin Chen et al.*24 citations*
185. **[Fully Explicit Dynamic Gaussian Splatting ↗](https://doi.org/10.52202/079017-0174)**Junoh Lee, Changyeon Won, Hyunjun Jung et al.*24 citations*
186. **[Generalizable and Animatable Gaussian Head Avatar ↗](https://doi.org/10.52202/079017-1838)**Xuangeng Chu, Tatsuya Harada*24 citations*
187. **[Many-shot Jailbreaking ↗](https://doi.org/10.52202/079017-4121)**Cem Anil, Esin Durmus, Nina Panickssery et al.*24 citations*
188. **[R²-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction ↗](https://doi.org/10.52202/079017-1427)**Ruyi Zha, Tao Jun Lin, Yuanhao Cai et al.*24 citations*
189. **[Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators ↗](https://doi.org/10.52202/079017-0793)**Benedikt Alkin, Andreas Fürst, Simon Schmid et al.*24 citations*
190. **[Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? ↗](https://doi.org/10.52202/079017-3064)**Haoang Chi, He Li, Wenjing Yang et al.*24 citations*
191. **[Approaching Human-Level Forecasting with Language Models ↗](https://doi.org/10.52202/079017-1598)**Danny Halawi, Fred Zhang, Chen Yueh-Han et al.*23 citations*
192. **[AutoSurvey: Large Language Models Can Automatically Write Surveys ↗](https://doi.org/10.52202/079017-3655)**Yidong Wang, Qi Guo, Wenjin Yao et al.*23 citations*
193. **[CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching ↗](https://doi.org/10.52202/079017-2425)**Dongzhi Jiang, Guanglu Song, Xiaoshi Wu et al.*23 citations*
194. **[Consent in Crisis: The Rapid Decline of the AI Data Commons ↗](https://doi.org/10.52202/079017-3431)**Shayne Longpre, Robert Mahari, Ariel Lee et al.*23 citations*
195. **[Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts ↗](https://doi.org/10.52202/079017-3135)**Sukwon Yun, Inyoung Choi, Jie Peng et al.*23 citations*
196. **[Learning to Handle Complex Constraints for Vehicle Routing Problems ↗](https://doi.org/10.52202/079017-2964)**Jieyi Bi, Yining Ma, Jianan Zhou et al.*23 citations*
197. **[Multi-LLM Debate: Framework, Principals, and Interventions ↗](https://doi.org/10.52202/079017-0911)**Andrew Estornell, Yang Liu*23 citations*
198. **[PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging ↗](https://doi.org/10.52202/079017-0391)**Xin Cai, Zhiyuan You, Hailong Zhang et al.*23 citations*
199. **[Segment Any Change ↗](https://doi.org/10.52202/079017-2581)**Zhuo Zheng, Liangpei Zhang, Liangpei Zhang et al.*23 citations*
200. **[VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance ↗](https://doi.org/10.52202/079017-2510)**Divyansh Srivastava, Ge Yan, Tsui-Wei Weng*23 citations*

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