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title: "NeurIPS 2025 — all accepted papers, page 4 — the most cited first"
description: "All 5,819 papers of NeurIPS 2025 · page 4 of 59, the most cited first; those with our summary link to it."
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# NeurIPS 2025: all accepted papers

5,819 papers · page 4 of 59 · the most cited first · [← NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/)

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301. **[Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA ↗](https://doi.org/10.52202/085713-4009)**Shuangyi Chen, Yuanxin Guo, Yue Ju et al.*4 citations*
302. **[SAFE: Multitask Failure Detection for Vision-Language-Action Models ↗](https://doi.org/10.52202/085713-1337)**Qiao Gu, Yunpeng Ju, Shengxiang Sun et al.*4 citations*
303. **[SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models ↗](https://doi.org/10.52202/085713-1140)**Pingyi Chen, Yujing Lou, Shen Cao et al.*4 citations*
304. **[SHAP values via sparse Fourier representation ↗](https://doi.org/10.52202/085713-0634)**Ali Gorji, Andisheh Amrollahi, Andreas Krause*4 citations*
305. **[SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment ↗](https://doi.org/10.52202/085713-3701)**Qi Xu, Dongxu Wei, Lingzhe Zhao et al.*4 citations*
306. **[SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding ↗](https://doi.org/10.52202/085713-5518)**Zhao Jin, Rong-Cheng Tu, Jingyi Liao et al.*4 citations*
307. **[SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning ↗](https://doi.org/10.52202/085713-5139)**Zhongwei Wan, Zhihao Dou, Che Liu et al.*4 citations*
308. **[STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization ↗](https://doi.org/10.52202/085713-3934)**Haoyu Zhang, Wentao Zhang, Hao Miao et al.*4 citations*
309. **[SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution ↗](https://doi.org/10.52202/085713-2629)**Yuxiang Wei, Olivier Duchenne, Jade Copet et al.*4 citations*
310. **[SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training ↗](https://doi.org/10.52202/085713-1799)**Jintao Zhang, Jia wei, Haoxu Wang et al.*4 citations*
311. **[Scaling Laws For Scalable Oversight ↗](https://doi.org/10.52202/085713-3254)**Joshua Engels, David D. Baek, Subhash Kantamneni et al.*4 citations*
312. **[Scaling RL to Long Videos ↗](https://doi.org/10.52202/085713-5753)**Yukang Chen, Wei Huang, Baifeng Shi et al.*4 citations*
313. **[Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models ↗](https://doi.org/10.52202/085713-2487)**Zhentao He, Can Zhang, Ziheng Wu et al.*4 citations*
314. **[Self-Supervised Learning of Graph Representations for Network Intrusion Detection ↗](https://doi.org/10.52202/085713-3653)**Lorenzo Guerra, Thomas Chapuis, Guillaume Duc et al.*4 citations*
315. **[Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists ↗](https://doi.org/10.52202/085713-0506)**Bojia Zi, Penghui Ruan, Marco Chen et al.*4 citations*
316. **[ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding ↗](https://doi.org/10.52202/085713-2983)**Junliang Ye, Zhengyi Wang, Ruowen Zhao et al.*4 citations*
317. **[Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful ↗](https://doi.org/10.52202/085713-4978)**Martin Marek, Sanae Lotfi, Aditya Somasundaram et al.*4 citations*
318. **[Stable Port-Hamiltonian Neural Networks ↗](https://doi.org/10.52202/085713-1693)**Fabian J. Roth, Dominik K. Klein, Maximilian Kannapinn et al.*4 citations*
319. **[SyncHuman: Synchronizing 2D and 3D Generative Models for Single-view Human Reconstruction ↗](https://doi.org/10.52202/085713-3989)**Wenyue Chen, Peng Li, Wangguandong Zheng et al.*4 citations*
320. **[TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster ↗](https://doi.org/10.52202/085713-5448)**Kanghui Ning, Zijie Pan, Yu Liu et al.*4 citations*
321. **[The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text ↗](https://doi.org/10.52202/085713-1918)**Nikhil Kandpal, Brian Lester, Colin Raffel et al.*4 citations*
322. **[The Leaderboard Illusion ↗](https://doi.org/10.52202/085713-2620)**Shivalika Singh, Yiyang Nan, Alex Wang et al.*4 citations*
323. **[Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains ↗](https://doi.org/10.52202/085713-0164)**Wenhui Tan, Jiaze Li, Jianzhong Ju et al.*4 citations*
324. **[This Time is Different: An Observability Perspective on Time Series Foundation Models ↗](https://doi.org/10.52202/085713-1698)**Ben Cohen, Emaad Khwaja, Youssef Doubli et al.*4 citations*
325. **[Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation ↗](https://doi.org/10.52202/085713-3907)**Tien Nguyen, Dac Da Nguyen, Duc Nguyen The Minh et al.*4 citations*
326. **[Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models ↗](https://doi.org/10.52202/085713-2459)**Yingqing Guo, Yukang Yang, Hui Yuan et al.*4 citations*
327. **[Truthful Aggregation of LLMs with an Application to Online Advertising ↗](https://doi.org/10.52202/085713-4862)**Ermis Soumalias, Michael J. Curry, Sven Seuken*4 citations*
328. **[U-REPA: Aligning Diffusion U-Nets to ViTs ↗](https://doi.org/10.52202/085713-0369)**Yuchuan Tian, Hanting Chen, Mengyu Zheng et al.*4 citations*
329. **[UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset ↗](https://doi.org/10.52202/085713-0118)**Chen Zhao, En Ci, Yunzhe Xu et al.*4 citations*
330. **[UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens ↗](https://doi.org/10.52202/085713-4840)**Ruichuan An, Sihan Yang, Renrui Zhang et al.*4 citations*
331. **[Unified Reinforcement and Imitation Learning for Vision-Language Models ↗](https://doi.org/10.52202/085713-5231)**Byung‐Kwan Lee, Ryo Hachiuma, Yong Man Ro et al.*4 citations*
332. **[Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought ↗](https://doi.org/10.52202/085713-3952)**Chao Huang, Benfeng Wang, Wei Wang et al.*4 citations*
333. **[Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations ↗](https://doi.org/10.52202/085713-5294)**Jiaming Han, Hao Chen, Yang Zhao et al.*4 citations*
334. **[WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks ↗](https://doi.org/10.52202/085713-0666)**Ivan Evtimov, Arman Serikuly Zharmagambetov, Aaron Grattafiori et al.*4 citations*
335. **[Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM ↗](https://doi.org/10.52202/085713-4307)**Zinuo Li, Xian Zhang, Yongxin Guo et al.*4 citations*
336. **[WebThinker: Empowering Large Reasoning Models with Deep Research Capability ↗](https://doi.org/10.52202/085713-4011)**Xiaoxi Li, Jiajie Jin, Guanting Dong et al.*4 citations*
337. **[When Are Concepts Erased From Diffusion Models? ↗](https://doi.org/10.52202/085713-0497)**Kevin Lu, Nicky Kriplani, Rohit Gandikota et al.*4 citations*
338. **[Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations ↗](https://doi.org/10.52202/085713-1181)**Yiyou Sun, Yu Gai, Lijie Chen et al.*4 citations*
339. **[X2-DFD: A framework for explainable and extendable Deepfake Detection ↗](https://doi.org/10.52202/085713-2809)**Yize Chen, Zhiyuan Yan, Guangliang Cheng et al.*4 citations*
340. **[ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS ↗](https://doi.org/10.52202/085713-3782)**Weijie Wang, Donny Y. Chen, Zeyu Zhang et al.*4 citations*
341. **[dKV-Cache: The Cache for Diffusion Language Models ↗](https://doi.org/10.52202/085713-4984)**Xinyin Ma, Ruotong Yu, Gongfan Fang et al.*4 citations*
342. **[3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model ↗](https://doi.org/10.52202/085713-2278)**Wenbo Hu, Yining Hong, Yanjun Wang et al.*3 citations*
343. **[A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification ↗](https://doi.org/10.52202/085713-4303)**Sebastian Ojeda, Rafael Velasquez, Nicolás Aparicio et al.*3 citations*
344. **[A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking ↗](https://doi.org/10.52202/085713-4281)**Zixiang Zhao, Haowen Bai, Bingxin Ke et al.*3 citations*
345. **[AI-Generated Video Detection via Perceptual Straightening ↗](https://doi.org/10.52202/085713-0697)**Christian Internò, Robert Geirhos, Markus Olhofer et al.*3 citations*
346. **[Accurate and Efficient Low-Rank Model Merging in Core Space ↗](https://doi.org/10.52202/085713-2066)**Aniello Panariello, Daniel Marczak, Simone Magistri et al.*3 citations*
347. **[Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts ↗](https://doi.org/10.52202/085713-4143)**Haizhong Zheng, Yang Zhou, Brian R. Bartoldson et al.*3 citations*
348. **[Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference ↗](https://doi.org/10.52202/085713-3773)**Yuan Feng, Junlin Lv, Yukun Cao et al.*3 citations*
349. **[Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization ↗](https://doi.org/10.52202/085713-2658)**Cong Wang, Zexuan Deng, Zhiwei Jiang et al.*3 citations*
350. **[Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text ↗](https://doi.org/10.52202/085713-1588)**Yize Cheng, Vinu Sankar Sadasivan, Mehrdad Saberi et al.*3 citations*
351. **[AffordBot: 3D Fine-grained Embodied Reasoning via Multimodal Large Language Models ↗](https://doi.org/10.52202/085713-4691)**Xinyi Wang, Xun Yang, Yanlong Xu et al.*3 citations*
352. **[AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark ↗](https://doi.org/10.52202/085713-2540)**Aruna Gauba, Irene Pi, Yunze Man et al.*3 citations*
353. **[Among Us: A Sandbox for Measuring and Detecting Agentic Deception ↗](https://doi.org/10.52202/085713-0370)**Satvik Golechha, Adrià Garriga-Alonso*3 citations*
354. **[AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection ↗](https://doi.org/10.52202/085713-2444)**Saleh Momeni, Changnan Xiao, Bing Liu*3 citations*
355. **[ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting ↗](https://doi.org/10.52202/085713-4253)**Ruifeng Luo, Zhengjie Liu, Tianxiao Cheng et al.*3 citations*
356. **[AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science ↗](https://doi.org/10.52202/085713-4850)**Chenyue Li, Wen Deng, Mengqian Lu et al.*3 citations*
357. **[Attention (as Discrete-Time Markov) Chains ↗](https://doi.org/10.52202/085713-1828)**Yotam Erel, Olaf Dünkel, Rishabh Dabral et al.*3 citations*
358. **[Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models ↗](https://doi.org/10.52202/085713-1396)**Sreyan Ghosh, Arushi Goel, Jaehyeon Kim et al.*3 citations*
359. **[BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models ↗](https://doi.org/10.52202/085713-0771)**Yige Li, Hanxun Huang, Yunhan Zhao et al.*3 citations*
360. **[Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment ↗](https://doi.org/10.52202/085713-2562)**Youjia Zhang, Youngeun Kim, Young‐Geun Choi et al.*3 citations*
361. **[BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation ↗](https://doi.org/10.52202/085713-2782)**Zibo Zhou, Yue Hu, Lingkai Zhang et al.*3 citations*
362. **[Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering ↗](https://doi.org/10.52202/085713-0619)**Kuicai Dong, CHANG YUJING, Shijie Huang et al.*3 citations*
363. **[CAT: Content-Adaptive Image Tokenization ↗](https://doi.org/10.52202/085713-0026)**Jun-Hong Shen, Kushal Tirumala, Michihiro Yasunaga et al.*3 citations*
364. **[CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting ↗](https://doi.org/10.52202/085713-3746)**Kornel Howil, Joanna Waczyńska, Piotr Borycki et al.*3 citations*
365. **[CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation ↗](https://doi.org/10.52202/085713-2412)**Marc Lafon, Gustavo A. Vargas Hakim, Clément Rambour et al.*3 citations*
366. **[COME: Adding Scene-Centric Forecasting Control to Occupancy World Model ↗](https://doi.org/10.52202/085713-0004)**Yining Shi, Kun Jiang, Qiang Meng et al.*3 citations*
367. **[CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic ↗](https://doi.org/10.52202/085713-3404)**Yuxuan Sun, Yixuan Si, Chenglu Zhu et al.*3 citations*
368. **[CamSAM2: Segment Anything Accurately in Camouflaged Videos ↗](https://doi.org/10.52202/085713-1855)**Yuli Zhou, Yawei Li, Yuqian Fu et al.*3 citations*
369. **[Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach ↗](https://doi.org/10.52202/085713-4193)**Yuting Huang, Ziquan Fang, Zhihao Zeng et al.*3 citations*
370. **[CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks ↗](https://doi.org/10.52202/085713-3192)**Danning Xie, Mingwei Zheng, Xuwei Liu et al.*3 citations*
371. **[Conformal Prediction for Time-series Forecasting with Change Points ↗](https://doi.org/10.52202/085713-0410)**Sophia Sun, Rose Yu*3 citations*
372. **[Constrained Discrete Diffusion ↗](https://doi.org/10.52202/085713-0415)**Michael Cardei, Jacob K. Christopher, B Kailkhura et al.*3 citations*
373. **[Continuous Subspace Optimization for Continual Learning ↗](https://doi.org/10.52202/085713-0517)**Quan Cheng, Yuanyu Wan, Lingyu Wu et al.*3 citations*
374. **[Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration ↗](https://doi.org/10.52202/085713-4187)**Seungyeon Choi, Hwanhee Kim, Chihyun Park et al.*3 citations*
375. **[DAMamba: Vision State Space Model with Dynamic Adaptive Scan ↗](https://doi.org/10.52202/085713-1326)**Tanzhe Li, Caoshuo Li, Jiayi Lyu et al.*3 citations*
376. **[DAVE: Diagnostic benchmark for Audio Visual Evaluation ↗](https://doi.org/10.52202/085713-1786)**Gorjan Radevski, Teodora Popordanoska, Matthew B. Blaschko et al.*3 citations*
377. **[DBLoss: Decomposition-based Loss Function for Time Series Forecasting ↗](https://doi.org/10.52202/085713-0936)**Xiangfei Qiu, Xingjian Wu, Hanyin Cheng et al.*3 citations*
378. **[DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing ↗](https://doi.org/10.52202/085713-4147)**C. Xie, Minghan Li, Shuai Li et al.*3 citations*
379. **[DON’T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object Detection ↗](https://doi.org/10.52202/085713-4896)**Changhan Liu, Xunzhi Xiang, Zixuan Duan et al.*3 citations*
380. **[DOTA: Distributional Test-time Adaptation of Vision-Language Models ↗](https://doi.org/10.52202/085713-4779)**Zongbo Han, Jialong Yang, Guangyu Wang et al.*3 citations*
381. **[DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents ↗](https://doi.org/10.52202/085713-2791)**Hao Li, Xiaogeng Liu, CHIU Chun et al.*3 citations*
382. **[DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models ↗](https://doi.org/10.52202/085713-5713)**Ziyi Wu, Anil Kag, Ivan Skorokhodov et al.*3 citations*
383. **[Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models ↗](https://doi.org/10.52202/085713-3177)**Byeonghu Na, Minsang Park, Gyuwon Sim et al.*3 citations*
384. **[Diffusion Transformers as Open-World Spatiotemporal Foundation Models ↗](https://doi.org/10.52202/085713-1023)**Yuan Yuan, Congcong Han, Jingtao Ding et al.*3 citations*
385. **[Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning ↗](https://doi.org/10.52202/085713-4168)**Xingjian Ran, Yixuan Li, Linning Xu et al.*3 citations*
386. **[Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention ↗](https://doi.org/10.52202/085713-1327)**Xin Zou, Di Lu, Yizhou Wang et al.*3 citations*
387. **[DualFocus: Depth from Focus with Spatio-Focal Dual Variational Constraints ↗](https://doi.org/10.52202/085713-0444)**Sungmin Woo, Sangyoun Lee*3 citations*
388. **[EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World? ↗](https://doi.org/10.52202/085713-4489)**Yuqian Yuan, Ronghao Dang, Long Li et al.*3 citations*
389. **[EchoShot: Multi-Shot Portrait Video Generation ↗](https://doi.org/10.52202/085713-0745)**Jiahao Wang, Hualian Sheng, Sijia Cai et al.*3 citations*
390. **[Efficient Multi-modal Large Language Models via Progressive Consistency Distillation ↗](https://doi.org/10.52202/085713-2346)**Zichen Wen, Shaobo Wang, Yufa Zhou et al.*3 citations*
391. **[Efficient Part-level 3D Object Generation via Dual Volume Packing ↗](https://doi.org/10.52202/085713-0914)**Jiaxiang Tang, Ruijie Lu, Max Li et al.*3 citations*
392. **[EgoBlind: Towards Egocentric Visual Assistance for the Blind ↗](https://doi.org/10.52202/085713-0886)**Junbin Xiao, Nanxin Huang, Hao Qiu et al.*3 citations*
393. **[EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis ↗](https://doi.org/10.52202/085713-0076)**Shengyuan Liu, Boyun Zheng, Wenting Chen et al.*3 citations*
394. **[FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing ↗](https://doi.org/10.52202/085713-4434)**Kaixiang Yang, Xin Li, Yuxi Li et al.*3 citations*
395. **[Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning ↗](https://doi.org/10.52202/085713-5712)**Wenyi Xiao, Leilei Gan*3 citations*
396. **[Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs ↗](https://doi.org/10.52202/085713-0606)**Yifan Shen, Yuanzhe Liu, Jingyuan Zhu et al.*3 citations*
397. **[FlexSelect: Flexible Token Selection for Efficient Long Video Understanding ↗](https://doi.org/10.52202/085713-3435)**yunzhu zhang, Yu Ying Lu, Tianyi Wang et al.*3 citations*
398. **[Flux4D: Flow-based Unsupervised 4D Reconstruction ↗](https://doi.org/10.52202/085713-3529)**Jingkang Wang, Henry Che, Yun Chen et al.*3 citations*
399. **[FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance ↗](https://doi.org/10.52202/085713-3466)**Ying Li, Chengfei Lyu, Huan Wang*3 citations*
400. **[From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction ↗](https://doi.org/10.52202/085713-4491)**Zhi-da Zhao, Tian‐Min Fu, Yifan Wang et al.*3 citations*

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