---
title: "NeurIPS 2025 — all accepted papers, page 6 — the most cited first"
description: "All 5,819 papers of NeurIPS 2025 · page 6 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 6 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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501. **[SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL ↗](https://doi.org/10.52202/085713-4526)**Yue Gong, Chuan Lei, Xiao Qin et al.*3 citations*
502. **[STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds ↗](https://doi.org/10.52202/085713-1671)**Yinfang Chen, Jiaqi Pan, Jackson Clark et al.*3 citations*
503. **[SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents ↗](https://doi.org/10.52202/085713-0788)**Ibragim Badertdinov, Alexander Golubev, Maksim Nekrashevich et al.*3 citations*
504. **[Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback ↗](https://doi.org/10.52202/085713-1537)**Jiaming Ji, Xinyu Chen, Rui Pan et al.*3 citations*
505. **[SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting ↗](https://doi.org/10.52202/085713-2494)**Mengjiao Ma, Qi Ma, Yue Li et al.*3 citations*
506. **[SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning ↗](https://doi.org/10.52202/085713-3130)**Kun Xiang, Heng Li, Terry Jingchen Zhang et al.*3 citations*
507. **[Seeing the Arrow of Time in Large Multimodal Models ↗](https://doi.org/10.52202/085713-3041)**Zihui Xue, Mi Luo, Kristen Grauman*3 citations*
508. **[Self-Adapting Language Models ↗](https://doi.org/10.52202/085713-2483)**Adam Zweiger, Jyothish Pari, Han Guo et al.*3 citations*
509. **[ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models ↗](https://doi.org/10.52202/085713-4329)**Hongbo Liu, Jingwen He, Yi Jin et al.*3 citations*
510. **[Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning ↗](https://doi.org/10.52202/085713-0058)**Chongyu Fan, Jiancheng Liu, Licong Lin et al.*3 citations*
511. **[Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space ↗](https://doi.org/10.52202/085713-5629)**Zhen Zhang, Xuehai He, Weixiang Yan et al.*3 citations*
512. **[Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning ↗](https://doi.org/10.52202/085713-0712)**Yong Liu, Zirui Zhu, Chaoyu Gong et al.*3 citations*
513. **[SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning ↗](https://doi.org/10.52202/085713-0428)**Rui Pan, Yinwei Dai, Zhihao Zhang et al.*3 citations*
514. **[Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning ↗](https://doi.org/10.52202/085713-4382)**Jie Cheng, Gang Xiong, Ruixi Qiao et al.*3 citations*
515. **[Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs ↗](https://doi.org/10.52202/085713-4532)**Fangrui Zhu, Hanhui Wang, Yiming Xie et al.*3 citations*
516. **[SuperCLIP: CLIP with Simple Classification Supervision ↗](https://doi.org/10.52202/085713-3928)**Weiheng Zhao, Zilong Huang, Jiashi Feng et al.*3 citations*
517. **[Test-Time Scaling of Diffusion Models via Noise Trajectory Search ↗](https://doi.org/10.52202/085713-2919)**Vignav Ramesh, Morteza Mardani*3 citations*
518. **[The Indra Representation Hypothesis for Multimodal Alignment ↗](https://doi.org/10.52202/085713-5245)**Jianglin Lu, Hailing Wang, Kuo Yang et al.*3 citations*
519. **[The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning ↗](https://doi.org/10.52202/085713-3573)**Shivam Agarwal, Zimin Zhang, Lifan Yuan et al.*3 citations*
520. **[TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop ↗](https://doi.org/10.52202/085713-4520)**Yushan Jiang, Wenchao Yu, Geon Lee et al.*3 citations*
521. **[Token Embeddings Violate the Manifold Hypothesis ↗](https://doi.org/10.52202/085713-4929)**Michael Robinson, Sourya Dey, Tony Chiang*3 citations*
522. **[Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs ↗](https://doi.org/10.52202/085713-2372)**Xingang Guo, Yaxin Li, Xiangyi Kong et al.*3 citations*
523. **[Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs ↗](https://doi.org/10.52202/085713-5058)**Kai Wang, Siqiang Luo, Caihua Shan et al.*3 citations*
524. **[Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts ↗](https://doi.org/10.52202/085713-3505)**Chen Li, Huiying Xu, Changxin Gao et al.*3 citations*
525. **[Towards Understanding Camera Motions in Any Video ↗](https://doi.org/10.52202/085713-4477)**Zhiqiu Lin, Siyuan Cen, Daniel Jiang et al.*3 citations*
526. **[TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery ↗](https://doi.org/10.52202/085713-5526)**Zhihao Wang, Cooper Li, Ruichen Wang et al.*3 citations*
527. **[TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets ↗](https://doi.org/10.52202/085713-2132)**Yuzhe Yang, Yifei Zhang, Minghao Wu et al.*3 citations*
528. **[U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching ↗](https://doi.org/10.52202/085713-3232)**Junsheng Zhou, XingYu Shi, Haichuan Song et al.*3 citations*
529. **[UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents ↗](https://doi.org/10.52202/085713-5028)**Han Xiao, Guozhi Wang, Yuxiang Chai et al.*3 citations*
530. **[Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling ↗](https://doi.org/10.52202/085713-3580)**Xiao Li, Zekai Zhang, Xiang Li et al.*3 citations*
531. **[Unfolding the Black Box of Recurrent Neural Networks for Path Integration ↗](https://doi.org/10.52202/085713-3412)**Tianhao Chu, Yuntao Wu, Neil Burgess et al.*3 citations*
532. **[Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition ↗](https://doi.org/10.52202/085713-4297)**Yu Li, Jin Jiang, Jianhua Zhu et al.*3 citations*
533. **[UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation ↗](https://doi.org/10.52202/085713-5634)**Xiaoqi Zhao, Youwei Pang, Chenyang Yu et al.*3 citations*
534. **[UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces ↗](https://doi.org/10.52202/085713-1407)**Yuanshao Zhu, James Yu, Xiangyu Zhao et al.*3 citations*
535. **[Unleashing Hour-Scale Video Training for Long Video-Language Understanding ↗](https://doi.org/10.52202/085713-0591)**Jingyang Lin, Jialian Wu, Ximeng Sun et al.*3 citations*
536. **[VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought ↗](https://doi.org/10.52202/085713-2143)**Chaoya Jiang, Y. K. Heng, Wei Ye et al.*3 citations*
537. **[VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture ↗](https://doi.org/10.52202/085713-1320)**Maonan Wang, Yirong Chen, Aoyu Pang et al.*3 citations*
538. **[VORTA: Efficient Video Diffusion via Routing Sparse Attention ↗](https://doi.org/10.52202/085713-0268)**Wenhao Sun, Rong-Cheng Tu, Yifu Ding et al.*3 citations*
539. **[VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models ↗](https://doi.org/10.52202/085713-1101)**Haichao Zhang, Yun Fu*3 citations*
540. **[ViDAR: Video Diffusion-Aware 4D Reconstruction From Monocular Inputs ↗](https://doi.org/10.52202/085713-4398)**Michał Nazarczuk, Sibi Catley-Chandar, Thomas Tanay et al.*3 citations*
541. **[VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding ↗](https://doi.org/10.52202/085713-2554)**Zongxia Li, Xiyang Wu, Guangyao Shi et al.*3 citations*
542. **[VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation ↗](https://doi.org/10.52202/085713-0713)**Wenhao Wang, Yi Ping Yang*3 citations*
543. **[VideoVLA: Video Generators Can Be Generalizable Robot Manipulators ↗](https://doi.org/10.52202/085713-3197)**Yichao Shen, Fangyun Wei, Zhiying Du et al.*3 citations*
544. **[WHAT MAKES MATH PROBLEMS HARD FOR REINFORCEMENT LEARNING: A CASE STUDY ↗](https://doi.org/10.52202/085713-5348)**Ali Shehper, Anibal M. Medina-Mardones, Lucas Fagan et al.*3 citations*
545. **[Weak-shot Keypoint Estimation via Keyness and Correspondence Transfer ↗](https://doi.org/10.52202/085713-2528)**Junjie Chen, Zeyu Luo, Zezheng Liu et al.*3 citations*
546. **[Web-Shepherd: Advancing PRMs for Reinforcing Web Agents ↗](https://doi.org/10.52202/085713-2127)**Hyungjoo Chae, Sunghwan Kim, Junhee Cho et al.*3 citations*
547. **[WebDancer: Towards Autonomous Information Seeking Agency ↗](https://doi.org/10.52202/085713-4035)**Jing Wu, Baixuan Li, Runnan Fang et al.*3 citations*
548. **[When Thinking Drifts: Evidential Grounding for Robust Video Reasoning ↗](https://doi.org/10.52202/085713-2806)**Romy Luo, Zihui Xue, Alexandros G. Dimakis et al.*3 citations*
549. **[Why Popular MOEAs Are Popular: Proven Advantages in Approximating the Pareto Front ↗](https://doi.org/10.52202/085713-4037)**Mingfeng Li, Qiang Zhang, Weijie Zheng et al.*3 citations*
550. **[d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning ↗](https://doi.org/10.52202/085713-1898)**Siyan Zhao, Devaansh Gupta, Qinqing Zheng et al.*3 citations*
551. **[xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories ↗](https://doi.org/10.52202/085713-0228)**Maurice Kraus, Felix Divo, Devendra Singh Dhami et al.*3 citations*
552. **[3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks ↗](https://doi.org/10.52202/085713-5656)**Xiaotang Gai, Jiaxiang Liu, Yichen Li et al.*2 citations*
553. **[3EED: Ground Everything Everywhere in 3D ↗](https://doi.org/10.52202/085713-5198)**Rong Li, Yuhao Dong, Tianshuai Hu et al.*2 citations*
554. **[4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration ↗](https://doi.org/10.52202/085713-1139)**Jiahui Zhang, Yu-Rui Chen, Yueming Xu et al.*2 citations*
555. **[A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1 ↗](https://doi.org/10.52202/085713-1500)**Zhengchen Li, Xiaohan Zhao, Di Wu et al.*2 citations*
556. **[A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals ↗](https://doi.org/10.52202/085713-4864)**Ziyu Jia, Tingyu Du, Zhengyu Tian et al.*2 citations*
557. **[A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity ↗](https://doi.org/10.52202/085713-3741)**Giordano Cicchetti, Eleonora Grassucci, Danilo Comminiello*2 citations*
558. **[AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios ↗](https://doi.org/10.52202/085713-3358)**Yunhao Hou, Bochao Zou, Min Zhang et al.*2 citations*
559. **[AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation ↗](https://doi.org/10.52202/085713-0650)**Qingqiu Li, Zihang Cui, Seongsu Bae et al.*2 citations*
560. **[APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay ↗](https://doi.org/10.52202/085713-2184)**Akshara Prabhakar, Zuxin Liu, Ming Fang Zhu et al.*2 citations*
561. **[APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning ↗](https://doi.org/10.52202/085713-1389)**Azim Ospanov, Farzan Farnia, Roozbeh Yousefzadeh*2 citations*
562. **[AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding ↗](https://doi.org/10.52202/085713-2121)**Chaeyoung Jung, Youngjoon Jang, Joon Son Chung*2 citations*
563. **[AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions ↗](https://doi.org/10.52202/085713-5729)**Polina Kirichenko, Mark Ibrahim, Kamalika Chaudhuri et al.*2 citations*
564. **[Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings ↗](https://doi.org/10.52202/085713-5612)**Qiong Wu, Wenhao Lin, Yiyi Zhou et al.*2 citations*
565. **[Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models ↗](https://doi.org/10.52202/085713-2813)**Xiaoyu Zhan, Wenxuan Huang, Hao Sun et al.*2 citations*
566. **[Adaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning ↗](https://doi.org/10.52202/085713-3265)**Wenchang Duan, Yaoliang Yu, Jiwan He et al.*2 citations*
567. **[Adaptive Inference-Time Scaling via Cyclic Diffusion Search ↗](https://doi.org/10.52202/085713-1909)**Gyubin Lee, Bao Truong, Jaesik Yoon et al.*2 citations*
568. **[Adv-SSL: Adversarial Self-Supervised Representation Learning with Theoretical Guarantees ↗](https://doi.org/10.52202/085713-4097)**Chenguang Duan, Yuling Jiao, Huazhen Lin et al.*2 citations*
569. **[Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning ↗](https://doi.org/10.52202/085713-1908)**Amit Peleg, Naman Deep Singh, Matthias Hein*2 citations*
570. **[Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation ↗](https://doi.org/10.52202/085713-1710)**Zhangqi Jiang, Tingjin Luo, Xu Yang et al.*2 citations*
571. **[Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning ↗](https://doi.org/10.52202/085713-2478)**Jiyuan Shi, Xinzhe Liu, Dewei Wang et al.*2 citations*
572. **[AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement ↗](https://doi.org/10.52202/085713-5003)**J Rosser, Jakob Foerster*2 citations*
573. **[Align Your Flow: Scaling Continuous-Time Flow Map Distillation ↗](https://doi.org/10.52202/085713-4900)**Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis*2 citations*
574. **[Aligning Transformers with Continuous Feedback via Energy Rank Alignment ↗](https://doi.org/10.52202/085713-3917)**Shriram Chennakesavalu, Frank Hu, Sebastian Ibarraran et al.*2 citations*
575. **[Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation ↗](https://doi.org/10.52202/085713-5764)**Jiyang Zheng, Siqi Pan, Yu Yao et al.*2 citations*
576. **[Analog Foundation Models ↗](https://doi.org/10.52202/085713-2044)**Julian Büchel, Iason Chalas, Giovanni Acampa et al.*2 citations*
577. **[Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector ↗](https://doi.org/10.52202/085713-0221)**Haoyan Yang, Runxue Bao, Cao (Danica) Xiao et al.*2 citations*
578. **[Asymmetric Dual-Lens Video Deblurring ↗](https://doi.org/10.52202/085713-1412)**Zeyu Xiao, Xinchao Wang*2 citations*
579. **[AtlasGS: Atlanta-world Guided Surface Reconstruction with Implicit Structured Gaussians ↗](https://doi.org/10.52202/085713-0526)**Xiyu Zhang, Chong Bao, YiPeng Chen et al.*2 citations*
580. **[Audio-Sync Video Generation with Multi-Stream Temporal Control ↗](https://doi.org/10.52202/085713-0433)**Shuchen Weng, Haojie Zheng, zheng chang et al.*2 citations*
581. **[Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models ↗](https://doi.org/10.52202/085713-5426)**Haolang Lu, Yueling Liu, Jingxin Xu et al.*2 citations*
582. **[AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition ↗](https://doi.org/10.52202/085713-4501)**Parsa Rahimi, Damien Teney, Sébastien Marcel*2 citations*
583. **[Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization ↗](https://doi.org/10.52202/085713-2913)**Jingfeng Guo, Jian Liu, Jinnan Chen et al.*2 citations*
584. **[BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception ↗](https://doi.org/10.52202/085713-1019)**Junyan Ye, Dongzhi Jiang, Jun He et al.*2 citations*
585. **[BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification ↗](https://doi.org/10.52202/085713-5455)**Xiaobin Liu, Jianing Li, Baiwei Guo et al.*2 citations*
586. **[BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem ↗](https://doi.org/10.52202/085713-0723)**Seunghee Ryu, Donghoon Kwon, Seongjin Choi et al.*2 citations*
587. **[Backdoor Cleaning without External Guidance in MLLM Fine-tuning ↗](https://doi.org/10.52202/085713-0851)**Xuankun Rong, Wenke Huang, Jian Liang et al.*2 citations*
588. **[Backdoor Mitigation via Invertible Pruning Masks ↗](https://doi.org/10.52202/085713-3379)**Kealan Dunnett, Reza Arablouei, Volkan Dedeoglu et al.*2 citations*
589. **[Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization ↗](https://doi.org/10.52202/085713-2103)**Kaiyuan Li, Xiaoyue Chen, Chen Gao et al.*2 citations*
590. **[Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning ↗](https://doi.org/10.52202/085713-2451)**Wei Duan, Jie Lü, Junyu Xuan*2 citations*
591. **[Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks ↗](https://doi.org/10.52202/085713-3880)**Wentao Deng, Jiahuan Pei, Zhiwei Xu et al.*2 citations*
592. **[Best-of-N Jailbreaking ↗](https://doi.org/10.52202/085713-2453)**John D. Hughes, Sara Price, Aengus Lynch et al.*2 citations*
593. **[Better NTK Conditioning: A Free Lunch from (ReLU) Nonlinear Activation in Wide Neural Networks ↗](https://doi.org/10.52202/085713-4244)**Chaoyue Liu, Han Bi, Like Hui et al.*2 citations*
594. **[Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging ↗](https://doi.org/10.52202/085713-4507)**İbrahim Ethem Hamamcı, Sezgin Er, Suprosanna Shit et al.*2 citations*
595. **[Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers ↗](https://doi.org/10.52202/085713-2399)**Johanna Vielhaben, Dilyara Bareeva, Jim Berend et al.*2 citations*
596. **[Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training ↗](https://doi.org/10.52202/085713-2223)**Reza Shirkavand, Peiran Yu, Qi He et al.*2 citations*
597. **[Bio-Inspired Image Restoration ↗](https://doi.org/10.52202/085713-2689)**Yuning Cui, Wenqi Ren, Alois 1961- Knoll*2 citations*
598. **[Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation ↗](https://doi.org/10.52202/085713-2840)**Dogyun Park, Taehoon Lee, Minseok Joo et al.*2 citations*
599. **[Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens ↗](https://doi.org/10.52202/085713-4069)**Zijian Dong, Ruilin Li, Joanna Su Xian Chong et al.*2 citations*
600. **[Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models ↗](https://doi.org/10.52202/085713-5084)**Anuja Negi, Subba Reddy Oota, Anwar O Nunez-Elizalde et al.*2 citations*

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