---
title: "NeurIPS 2023 — all accepted papers, page 2 — the most cited first"
description: "All 3,540 papers of NeurIPS 2023 · page 2 of 36, the most cited first; those with our summary link to it."
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# NeurIPS 2023: all accepted papers

3,540 papers · page 2 of 36 · the most cited first · [← NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/)

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101. **[OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding ↗](https://doi.org/10.52202/075280-1944)**Minghua Liu, Ruoxi Shi, Kaiming Kuang et al.*66 citations*
102. **[Evaluating and Inducing Personality in Pre-trained Language Models ↗](https://doi.org/10.52202/075280-0466)**Guangyuan Jiang, Manjie Xu, Song Chun Zhu et al.*65 citations*
103. **[LeanDojo: Theorem Proving with Retrieval-Augmented Language Models](https://md.research.elamur.ai/free/en/papers/yang-2023-leandojo-theorem-proving-retrieval-augmented/)**Kaiyu Yang, Aidan Swope, Alex Gu et al.*65 citations · our summary*
104. **[Geometry-Informed Neural Operator for Large-Scale 3D PDEs ↗](https://doi.org/10.52202/075280-1556)**Zongyi Li, Nikola Kovachki, Christopher Choy et al.*64 citations*
105. **[One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation ↗](https://doi.org/10.52202/075280-3483)**Zhiwei Hao, Jianyuan Guo, Kai Han et al.*63 citations*
106. **[PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change](https://md.research.elamur.ai/free/en/papers/valmeekam-2022-planbench-extensible-benchmark-evaluating-large/)**Karthik Valmeekam, Matthew Marquez, Alberto Olmo et al.*63 citations · our summary*
107. **[Self-Chained Image-Language Model for Video Localization and Question Answering ↗](https://doi.org/10.52202/075280-3354)**Shoubin Yu, Jaemin Cho, Prateek Yadav et al.*63 citations*
108. **[Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images ↗](https://doi.org/10.52202/075280-2529)**Yuxin Wen, John Kirchenbauer, Jonas Geiping et al.*63 citations*
109. **[VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset ↗](https://doi.org/10.52202/075280-3185)**Sihan Chen, Handong Li, Qunbo Wang et al.*63 citations*
110. **[Generating Images with Multimodal Language Models ↗](https://doi.org/10.52202/075280-0939)**Jing Yu Koh, Daniel Fried, Russ R. Salakhutdinov*61 citations*
111. **[MixFormerV2: Efficient Fully Transformer Tracking ↗](https://doi.org/10.52202/075280-2561)**Yutao Cui, Tianhui Song, Gangshan Wu et al.*61 citations*
112. **[CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography ↗](https://doi.org/10.52202/075280-3539)**Jiwen Yu, Xuanyu Zhang, Youmin Xu et al.*60 citations*
113. **[Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery ↗](https://doi.org/10.52202/075280-2219)**Yuxin Wen, Neel Jain, John Kirchenbauer et al.*60 citations*
114. **[PreDiff: Precipitation Nowcasting with Latent Diffusion Models ↗](https://doi.org/10.52202/075280-3439)**Zhihan Gao, Xingjian Shi, Boran Han et al.*60 citations*
115. **[Augmenting Language Models with Long-Term Memory ↗](https://doi.org/10.52202/075280-3259)**Weizhi Wang, Li Dong, Hao Cheng et al.*59 citations*
116. **[ToolQA: A Dataset for LLM Question Answering with External Tools](https://md.research.elamur.ai/free/en/papers/zhuang-2023-toolqa-dataset-llm-question-answering/)**Yuchen Zhuang, Yue Yu, Kuan Wang et al.*59 citations · our summary*
117. **[DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization ↗](https://doi.org/10.52202/075280-0164)**Zhiqing Sun, Yiming Yang*58 citations*
118. **[Subject-driven Text-to-Image Generation via Apprenticeship Learning ↗](https://doi.org/10.52202/075280-1318)**Wenhu Chen, Hexiang Hu, Yandong Li et al.*58 citations*
119. **[Convolutional Neural Operators for robust and accurate learning of PDEs ↗](https://doi.org/10.52202/075280-3376)**Bogdan Raonić, Roberto Molinaro, Tim De Ryck et al.*57 citations*
120. **[Hierarchical Integration Diffusion Model for Realistic Image Deblurring ↗](https://doi.org/10.52202/075280-1267)**Zheng Chen, Yulun Zhang, Ding Liu et al.*57 citations*
121. **[Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models ↗](https://doi.org/10.52202/075280-0699)**Yuchao Gu, Xintao Wang, Jay Zhangjie Wu et al.*57 citations*
122. **[Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP ↗](https://doi.org/10.52202/075280-1399)**Qihang Yu, Ju He, Xueqing Deng et al.*55 citations*
123. **[LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting ↗](https://doi.org/10.52202/075280-3293)**Xu Liu, Yutong Xia, Yuxuan Liang et al.*55 citations*
124. **[Lossy Image Compression with Conditional Diffusion Models ↗](https://doi.org/10.52202/075280-2835)**Ruihan Yang, Stephan Mandt*55 citations*
125. **[SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation ↗](https://doi.org/10.52202/075280-0506)**Zhongang Cai, Wanqi Yin, Ailing Zeng et al.*55 citations*
126. **[Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective ↗](https://doi.org/10.52202/075280-3100)**Guhao Feng, Bohang Zhang, Yuntian Gu et al.*55 citations*
127. **[rPPG-Toolbox: Deep Remote PPG Toolbox ↗](https://doi.org/10.52202/075280-2995)**Xin Liu, Girish Narayanswamy, Akshay Paruchuri et al.*55 citations*
128. **[Improving CLIP Training with Language Rewrites ↗](https://doi.org/10.52202/075280-1544)**Lijie Fan, Dilip Krishnan, Phillip Isola et al.*54 citations*
129. **[MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection ↗](https://doi.org/10.52202/075280-2525)**Junho Song, Keonwoo Kim, Jeonglyul Oh et al.*54 citations*
130. **[OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning ↗](https://doi.org/10.52202/075280-3060)**Cheng Tan, Siyuan Li, Zhangyang Gao et al.*54 citations*
131. **[SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations ↗](https://doi.org/10.52202/075280-2826)**Qitian Wu, Wentao Zhao, Chenxiao Yang et al.*53 citations*
132. **[SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds ↗](https://doi.org/10.52202/075280-0907)**Yanyu Li, Huan Wang, Qing Jin et al.*53 citations*
133. **[Are aligned neural networks adversarially aligned? ↗](https://doi.org/10.52202/075280-2687)**Nicholas Carlini, Milad Nasr, Christopher A. Choquette-Choo et al.*52 citations*
134. **[Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration ↗](https://doi.org/10.52202/075280-0661)**Qiwei Wang, Da-Wei Zhou, Yi-Kai Zhang et al.*52 citations*
135. **[Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning ↗](https://doi.org/10.52202/075280-3459)**Lin Guan, Karthik Valmeekam, Sarath Sreedharan et al.*52 citations*
136. **[Counterfactual Memorization in Neural Language Models ↗](https://doi.org/10.52202/075280-1708)**Chiyuan Zhang, Daphne Ippolito, Katherine Lee et al.*51 citations*
137. **[DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models ↗](https://doi.org/10.52202/075280-2383)**Weijia Wu, Yuzhong Zhao, Hao Chen et al.*51 citations*
138. **[GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization ↗](https://doi.org/10.52202/075280-0379)**Vicente Vivanco Cepeda, Gaurav Kumar Nayak, Mubarak Shah*51 citations*
139. **[RanPAC: Random Projections and Pre-trained Models for Continual Learning ↗](https://doi.org/10.52202/075280-0526)**Mark D. McDonnell, Dong Gong, Amin Parvaneh et al.*51 citations*
140. **[T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation ↗](https://doi.org/10.52202/075280-3443)**Kaiyi Huang, Kaiyue Sun, Enze Xie et al.*51 citations*
141. **[Model Sparsity Can Simplify Machine Unlearning ↗](https://doi.org/10.52202/075280-2246)**Jinghan Jia, Jiancheng Liu, Parikshit Ram et al.*50 citations*
142. **[TextDiffuser: Diffusion Models as Text Painters ↗](https://doi.org/10.52202/075280-0410)**Jingye Chen, Yupan Huang, Tengchao Lv et al.*50 citations*
143. **[Any-to-Any Generation via Composable Diffusion ↗](https://doi.org/10.52202/075280-0707)**Zineng Tang, Ziyi Yang, Chenguang Zhu et al.*49 citations*
144. **[CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders ↗](https://doi.org/10.52202/075280-0241)**Anthony Fuller, Koreen Millard, James Green*49 citations*
145. **[Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models ↗](https://doi.org/10.52202/075280-1288)**Gen Luo, Yiyi Zhou, Tianhe Ren et al.*49 citations*
146. **[Conformal PID Control for Time Series Prediction ↗](https://doi.org/10.52202/075280-1000)**Anastasios N. Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani*49 citations*
147. **[HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution ↗](https://doi.org/10.52202/075280-1872)**Eric Nguyen, Michael Poli, Marjan Faizi et al.*49 citations*
148. **[RADAR: Robust AI-Text Detection via Adversarial Learning ↗](https://doi.org/10.52202/075280-0662)**Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho*49 citations*
149. **[Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion ↗](https://doi.org/10.52202/075280-1054)**Zhengyi Yang, Jiancan Wu, Zhicai Wang et al.*48 citations*
150. **[Language Model Tokenizers Introduce Unfairness Between Languages](https://md.research.elamur.ai/free/en/papers/petrov-2023-language-model-tokenizers-introduce-unfairness/)**Aleksandar Petrov, Emanuele La Malfa, Philip Torr et al.*48 citations · our summary*
151. **[MADG: Margin-based Adversarial Learning for Domain Generalization ↗](https://doi.org/10.52202/075280-2572)**Aveen Dayal, Vimal K B, Linga Reddy Cenkeramaddi et al.*48 citations*
152. **[MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing ↗](https://doi.org/10.52202/075280-0822)**Jianfei Yang, He Huang, Yunjiao Zhou et al.*48 citations*
153. **[Separable Physics-Informed Neural Networks ↗](https://doi.org/10.52202/075280-1032)**Junwoo Cho, Seungtae Nam, Hyunmo Yang et al.*48 citations*
154. **[BIOT: Biosignal Transformer for Cross-data Learning in the Wild ↗](https://doi.org/10.52202/075280-3420)**Chaoqi Yang, Michael Brandon Westover, Jimeng Sun*47 citations*
155. **[ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling ↗](https://doi.org/10.52202/075280-2042)**Yuqi Chen, Kan Ren, Yansen Wang et al.*47 citations*
156. **[Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking ↗](https://doi.org/10.52202/075280-0169)**Juanhui Li, Harry Shomer, Haitao Mao et al.*47 citations*
157. **[Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering ↗](https://doi.org/10.52202/075280-1938)**Noah Hollmann, Samuel Müller, Frank Hutter*47 citations*
158. **[RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths ↗](https://doi.org/10.52202/075280-1806)**Zeyue Xue, Guanglu Song, Qiushan Guo et al.*47 citations*
159. **[Structural Pruning for Diffusion Models ↗](https://doi.org/10.52202/075280-0731)**Gongfan Fang, Xinyin Ma, Xinchao Wang*47 citations*
160. **[DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models ↗](https://doi.org/10.52202/075280-3497)**Ying Fan, Olivia Watkins, Yuqing Du et al.*46 citations*
161. **[FedFed: Feature Distillation against Data Heterogeneity in Federated Learning ↗](https://doi.org/10.52202/075280-2639)**Zhiqin Yang, Yonggang Zhang, Yu Zheng et al.*46 citations*
162. **[Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation ↗](https://doi.org/10.52202/075280-3236)**Zibo Zhao, Wen Liu, Xin Chen et al.*46 citations*
163. **[Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization ↗](https://doi.org/10.52202/075280-0387)**Fu Luo, Xi Lin, Fei Liu et al.*46 citations*
164. **[Scalable 3D Captioning with Pretrained Models ↗](https://doi.org/10.52202/075280-3291)**Tiange Luo, Chris Rockwell, Honglak Lee et al.*46 citations*
165. **[Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks ↗](https://doi.org/10.52202/075280-1277)**Micah Goldblum, Hossein Souri, Renkun Ni et al.*45 citations*
166. **[Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models ↗](https://doi.org/10.52202/075280-0165)**George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh et al.*45 citations*
167. **[GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction ↗](https://doi.org/10.52202/075280-3149)**Rui Yang, Lin Song, Yanwei Li et al.*45 citations*
168. **[Learning Universal Policies via Text-Guided Video Generation ↗](https://doi.org/10.52202/075280-0403)**Yilun Du, Sherry Yang, Bo Dai et al.*45 citations*
169. **[Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models ↗](https://doi.org/10.52202/075280-3158)**Zhendong Wang, Yifan Jiang, Huangjie Zheng et al.*45 citations*
170. **[RealTime QA: What's the Answer Right Now?](https://md.research.elamur.ai/free/en/papers/kasai-2022-realtime-qa-s-answer-right/)**Akari Asai, Keisuke Sakaguchi, Yoichi Takahashi et al.*45 citations · our summary*
171. **[Dynamic Personalized Federated Learning with Adaptive Differential Privacy ↗](https://doi.org/10.52202/075280-3160)**Xiyuan Yang, Wenke Huang, Mang Ye*44 citations*
172. **[In-Context Impersonation Reveals Large Language Models' Strengths and Biases ↗](https://doi.org/10.52202/075280-3152)**Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto et al.*44 citations*
173. **[Knowledge Diffusion for Distillation ↗](https://doi.org/10.52202/075280-2849)**Tao Huang, Yuan Zhang, Mingkai Zheng et al.*44 citations*
174. **[LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark ↗](https://doi.org/10.52202/075280-1158)**Zhenfei Yin, Jiong Wang, Jianjian Cao et al.*44 citations*
175. **[MarioGPT: Open-Ended Text2Level Generation through Large Language Models ↗](https://doi.org/10.52202/075280-2361)**Shyam Sudhakaran, Miguel González-Duque, Matthias Freiberger et al.*44 citations*
176. **[Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset ↗](https://doi.org/10.52202/075280-1099)**Jing Lin, Ailing Zeng, Shunlin Lu et al.*44 citations*
177. **[Temporal Graph Benchmark for Machine Learning on Temporal Graphs ↗](https://doi.org/10.52202/075280-0099)**Shenyang Huang, Farimah Poursafaei, Jacob Danovitch et al.*44 citations*
178. **[The Impact of Positional Encoding on Length Generalization in Transformers ↗](https://doi.org/10.52202/075280-1082)**Amirhossein Kazemnejad, Inkit Padhi, Karthikeyan Natesan Ramamurthy et al.*43 citations*
179. **[DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization ↗](https://doi.org/10.52202/075280-1895)**Haoran Ye, Jiarui Wang, Zhiguang Cao et al.*42 citations*
180. **[How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources](https://md.research.elamur.ai/free/en/papers/wang-2023-far-camels-go-exploring-state/)**Yizhong Wang, Hamish Ivison, Pradeep Dasigi et al.*42 citations · our summary*
181. **[M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models ↗](https://doi.org/10.52202/075280-0240)**Wenxuan Zhang, Mahani Aljunied, Chang Gao et al.*42 citations*
182. **[Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization ↗](https://doi.org/10.52202/075280-1569)**Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim et al.*42 citations*
183. **[Rank-DETR for High Quality Object Detection ↗](https://doi.org/10.52202/075280-0708)**Yifan Pu, Weicong Liang, Yiduo Hao et al.*42 citations*
184. **[ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction ↗](https://doi.org/10.52202/075280-0471)**Jia Guo, Shuai Lu, Lize Jia et al.*42 citations*
185. **[Crystal Structure Prediction by Joint Equivariant Diffusion ↗](https://doi.org/10.52202/075280-0767)**Rui Jiao, Wenbing Huang, Peijia Lin et al.*41 citations*
186. **[DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model ↗](https://doi.org/10.52202/075280-2843)**Yuanshao Zhu, James Yu, Shiyao Zhang et al.*41 citations*
187. **[Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality ↗](https://doi.org/10.52202/075280-3022)**Liyuan Wang, Jingyi Xie, Xingxing Zhang et al.*41 citations*
188. **[Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images ↗](https://doi.org/10.52202/075280-1105)**Zeyu Lu, Di Huang, Lei Bai et al.*41 citations*
189. **[SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks](https://md.research.elamur.ai/free/en/papers/lin-2023-swiftsage-generative-agent-fast-slow/)**Bill Yuchen Lin, Yicheng Fu, Karina Yang et al.*41 citations · our summary*
190. **[Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger ↗](https://doi.org/10.52202/075280-1808)**Zhiqi Bu, Yu-Xiang Wang, Sheng Zha et al.*40 citations*
191. **[FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning ↗](https://doi.org/10.52202/075280-0288)**Dipam Goswami, Yuyang Liu, Bartłomiej Twardowski et al.*40 citations*
192. **[ProPILE: Probing Privacy Leakage in Large Language Models ↗](https://doi.org/10.52202/075280-0911)**Siwon Kim, Sangdoo Yun, Hwaran Lee et al.*40 citations*
193. **[DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models ↗](https://doi.org/10.52202/075280-0228)**Zheng Ge, Bin Yang, Jiajin Tang et al.*39 citations*
194. **[Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts ↗](https://doi.org/10.52202/075280-1706)**Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva et al.*39 citations*
195. **[Pruning vs Quantization: Which is Better? ↗](https://doi.org/10.52202/075280-2725)**Andrey Kuzmin, Markus Nagel, Mart van Baalen et al.*39 citations*
196. **[Segment Anything in 3D with NeRFs ↗](https://doi.org/10.52202/075280-1130)**Jiazhong Cen, Zanwei Zhou, Jiemin Fang et al.*39 citations*
197. **[Can Language Models Solve Graph Problems in Natural Language? ↗](https://doi.org/10.52202/075280-1345)**Heng Wang, Shangbin Feng, Tianxing He et al.*38 citations*
198. **[HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation ↗](https://doi.org/10.52202/075280-3177)**Ho Man Kwan, Ge Gao, Fan Zhang et al.*38 citations*
199. **[MomentDiff: Generative Video Moment Retrieval from Random to Real ↗](https://doi.org/10.52202/075280-2880)**Pandeng Li, Chen-Wei Xie, Hongtao Xie et al.*38 citations*
200. **[PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers ↗](https://doi.org/10.52202/075280-2946)**Phillip Lippe, Bas Veeling, Paris G. Perdikaris et al.*38 citations*

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