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12 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Do MLLM Judges Judge the Edit? Auditing Bias in Image Editing Evaluation with Verified Quality Preservation

    Oct 1, 2026Yuan Huang, Zirui Song, Xiuying ChenLarge Language Model JudgesMulti-Image Editing Benchmarks

    Northeastern University · Mohamed bin Zayed University of Artificial Intelligence

  2. Values as Style: Disentangling Values from Semantics with One-Way Mixing for Low-Damage LLM Steering

    Sep 30, 2026Jiale Dai, Hongcan Deng, Liuxian Ma +2Large Language Model AlignmentEdit

    State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University · University of Chinese Academy of Sciences · College of Artificial Intelligence, Tsinghua University

  3. ChartRevise: A Dataset and Evaluation Protocol for Exact Chart Editing via Code

    Sep 29, 2026Jiaxiang Tang, Yi Zhou, Chad DeLuca +5ChartEdit

    University of Minnesota, Twin-Cities · IBM Research · Horizon School of Digital Technologies

  4. LeanPolish: Verified Supervision for Lean Proof Compression

    Sep 29, 2026Pauline BourigaultTheorem ProvingProof

    Imperial College London

  5. Beyond Legibility: Benchmarking Visual Text Rendering and In-Place Editing in Unified Video Generation

    Sep 29, 2026Ziying Zhang, Litao Li, Junchao Liao +4Text-To-Video Generation ModelFew-Shot Font Generation

    Alibaba Group · Shanghai Jiao Tong University · Fudan University

  6. On-Policy Self-Distillation for Multi-Turn Image Editing

    Sep 28, 2026Liangbing Zhao, Le Zhuo, Mohamed ElhoseinyImage EditingPrecise Editing

    KAUST · Krea AI

  7. SolveEdit: Benchmarking Visual Problem Solving in Generative Models

    Sep 28, 2026Wenjie Shu, Yexin Liu, Harold Haodong Chen +9Visual GenerationVisual Reasoning

    ZODA · HKUST · UCAS +2

  8. SEmoEdit: Probing and Harnessing the Editability of Pre-trained Speech Flows

    Sep 28, 2026Tianxin Xie, Pengfei Zhang, Kai Jiang +2Flow-Matching Text-To-SpeechEdit

    The Hong Kong University of Science and Technology (Guangzhou)

  9. Constrained Edit Fields for Training-Free Flow Editing

    Sep 27, 2026Jingxuan Kang, Yinsong Wang, Che Liu +1Diffusion-Based Image EditingEdit

    Imperial College London

  10. ManiEdit: Sequential Unstructured Knowledge Editing for Language Models from a Manifold Perspective

    Sep 27, 2026Rui Liu, Chenheng Zhang, Haoxuan Li +1Multimodal Knowledge EditingEdit

    State Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University · Institute for Artificial Intelligence, Peking University

  11. Replan, Repair, or Edit? A Unified Empirical Evaluation of Travel Agents for Itinerary Revision under Resource Disruptions

    Sep 17, 2026Xiaofei Yuan, Yan Zhang, Shaobo Qiao +7JourneyIterative Re-Planning

    Euler AI · University of New South Wales · University of Sydney +1

  12. Contiguity, Not Importance: Budgeted Repair of Stale KV Caches After Document Edits

    Sep 16, 2026Mingyang Mao, Wyatt Mackey, Xiaomin LinKey-Value CacheMultimodal Knowledge Editing

    University of South Florida, Electrical and Computer Engineering · DEVCOM Army Research Laboratory

  13. StalePO: Anchored Token-Level Preference Optimization using Legacy Post-Edits in Machine Translation

    Sep 14, 2026Rohit Dhaipule, Sukhdeep Singh Kharbanda, Prasanth Bathala +2Machine Translation QualityPreference Alignment Learning

    Translation Services, Amazon

  14. Don't Count the Edits, Judge by the Outcome Alone: Reward-Based Evaluation for Grammatical Error Correction

    Sep 14, 2026Hayeong Ryu, Sunhee Jo, Seunguk Yu +1Grammatical Error CorrectionCorrection

    Department of Artificial Intelligence, Chung-Ang University · Graduate School of Advanced Imaging Sciences, Multimedia and Film, Chung-Ang University

  15. Look Before You Leap: Pre-Action Verification for LLM Agents

    Sep 14, 2026Asaad AlthoubiVerification FrameworkLarge Language Model Agents

    Oklahoma State University Stillwater, OK USA

  16. Local Edits, Global Ripples: Replay-Informed Policy Adaptation for Workflow Synthesis

    Sep 14, 2026Manqing Mao, Hong Wang, Samson Koelle +8Agentic Workflow DesignEdit

    Amazon, Inc.

  17. Semantically Aligned Gradient-Driven Context-Preserving Image Editing

    Sep 14, 2026Chiranjeev Chiranjeev, Muskan Dosi, Mayank Vatsa +1Image EditingEdit

    Indian Institute of Technology Jodhpur, India

  18. One Editor, Many Edits: A Unified Training-Free Framework for Diverse Video Editing

    Sep 3, 2026Adheesh Sunil Juvekar, Onkar Kishor Susladkar, Kiet A. Nguyen +6Video EditingEdit

    University of Illinois Urbana-Champaign

  19. When Models Edit Too Much: On the Fidelity of Minimal Code Edits

    Sep 3, 2026Tongyao Zhu, Wei Hern Lim, Min-Yen KanCode QualityEdit

    National University of Singapore

  20. OutageDiT: A Generative Foundation Model for Power Outage Forecasting and Scenario Simulation

    Sep 1, 2026Yunqin Zhu, Feng Qiu, Yao XieProbabilistic ForecastingData-Driven Forecasting

    H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology · Argonne National Laboratory

  21. Localize, Then Reason: Visual Latent Structural Reasoning for Molecular Properties and Edits

    Aug 13, 2026Xingqiao Lin, Junmei Wang, Haocheng TangChemical StructuresLatent Visual Reasoning

    Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States · Department of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA · Khoury College of Computer Science, Northeastern University, Boston, MA, USA

  22. HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing

    Aug 12, 2026Zhenjie Yang, Xingyu Jiao, Guopeng Zhong +18Robotic HandsLarge-Scale Robot Demonstration Datasets

    Inspire Robots · Shanghai Jiao Tong University · Fudan University +3

  23. Beyond Global Editing: Per-Instance Disentangled Subspaces for Training-Free Hallucination Mitigation in LVLMs

    Aug 10, 2026Ali Cheraghian, Hamidreza Dastmalchi, Hamed Barzamini +4SubspaceEdit

    Macquarie University, Australia · Australian National University, Australia · York University, Canada +4

  24. SI-Edit: Toward Sketch-Instruction Guided Local Image Editing with Pixel-Level Precision

    Aug 10, 2026Weixin Ye, Wei Wang, Hongguang Zhu +1Image EditingEdit

    Institute of Information Science, Beijing Jiaotong University Visual Intelligence + X International Joint Laboratory Beijing, China · City University of Macau Macau, Macau · Meitu Inc Beijing, China

  25. SparseDitto: An Agentic Sparse Compilation Framework through Architecture-Aware Synthesis on GPUs

    Aug 5, 2026Shiyang Li, Guangyan Sun, Jinwei Tang +3Graphics Processing Unit KernelsCuda

    University of Minnesota Minneapolis, MN, USA · Northeastern University Boston, MA, USA

  26. Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories

    Aug 3, 2026Shuai Shao, Kangning Zhang, Qingyao Li +7Agent HarnessRuntime

    Shanghai Jiao Tong University · Xiaohongshu Inc. · Southeast University

  27. BlueprintRepair: Typed Local Edits for Failed Lean Proof Blueprints

    Jul 30, 2026Ruslan KhrulevTheorem ProvingRepair

    Lomonosov Moscow State University

  28. Learning from 53.6K Real-World Developer Edits of AI-Generated Code

    Jul 27, 2026Jenny T. Liang, Mihika Bairathi, Wayne Chi +3Ai-Assisted Programming TasksCode Generation

    Carnegie Mellon University

  29. NEO: NeRF It Once, Edit It Many Times for Continuous Object Manipulation

    Jul 27, 2026Mikołaj Zieliński, David Hall, Dominik Belter +1Neural Radiance FieldsVideo Object Removal

    Institute of Robotics and Machine Intelligence, Poznan University of Technology, 61-131 Pozna´n, Poland · CSIRO Robotics, CSIRO, Australia

  30. What Can I Edit? Open-Ended Strategy Discovery and the Emotion Editability Landscape

    Jul 27, 2026Qing Li, Zeyu Dong, Yin Cui +2Image EditingEdit

    School of Artificial Intelligence, Shenzhen Technology University · School of Innovation Design, Shenzhen Technology University · Stanford University

  31. PC-Edit: Prompt-Contrastive Region Discovery and Region-Guided Editing

    Jul 23, 2026Jian Zhang, Zhijun ZhangDiffusion-Based Image EditingEdit

    School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China

  32. WhereEdit: Mask-aware Local Latent Editing for One-Step Image Editing

    Jul 23, 2026Ming Hu, Mingyu Dou, Jianfu Yin +5Image EditingEdit

    Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Zhongnan Hospital of Wuhan University +1

  33. Look Before You Edit: Attention-Guided Camera Placement and Multi-View Alignment for 3D Gaussian Splatting Editing

    Jul 22, 2026Jaeyeon Park, Taeho Kang, Youngki LeeDiffusion-Based Image EditingEdit

    Seoul National University, South Korea

  34. Vector-Bench: Can Models Surgically Edit SVG Code?

    Jul 21, 2026Yug Aditi Gupta, Prannay HebbarScalable Vector GraphicPrecise Editing

    Theta Labs · Warping

  35. CNS-Edit++: Category-Agnostic 3D Editing with Coupled Neural Shape Representation

    Jul 18, 2026Jingyu Hu, Weilong Yan, Zhengzhe Liu +43D EditingEdit

    Simon Fraser University

  36. ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships

    Jul 16, 2026Xinyu Liu, Shihao Li, Weihong Lin +10Video EditingEdit

    HKUST · Kling Team · NJU +3

  37. Playful AI in Professional Email: A Field Experiment on Tone and Recipient Engagement

    Jul 13, 2026Ziv Ben-Zion, Teddy LazebnikAi-Assisted WritingAnalytics

    School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel · Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA · Department of Information Systems, University of Haifa, Haifa, Israel +1

  38. BeatEdit: Symbolic Music Generation as Explicit Editing

    Jul 13, 2026Haoyu Gu, Lekai Qian, Haowu Zhou +2Symbolic Music GenerationAudio Editing

    School of Future Technology South China University of Technology Guangzhou, China · School of Intelligence Science and Technology Nanjing University Suzhou, China

  39. StructuredEdit: Constraint-Aware Graphic Design Editing via Differentiable Parameter Propagation

    Jul 6, 2026Veeramanohar Avudaiappan, Ritwik MuraliEditFew-Shot Font Generation

    Department of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India · Department of Computer Science and Engineering, Amrita School of Computing, Coimbatore, Amrita Vishwa Vidyapeetham, India

  40. Wavelet-Guided Semantic Signal Compensation for Inversion-Free Image Editing

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion-Based Image EditingImage Editing

    The authors are with the School of Computer Science and Engineering, University of Electronic Science and Technology of China.

  41. Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing

    Jul 2, 2026Siyuan Li, Youyuan Zhang, Ruitong Liu +2Multimodal Knowledge EditingEdit

    Harbin Institute of Technology, Shenzhen, China · Peng Cheng Laboratory · Peking University +1

  42. Editing Everything Everywhere All at Once

    Jun 30, 2026Fabio Quattrini, Carmine Zaccagnino, Enis Simsar +4Precise EditingEdit

    University of Modena and Reggio Emilia · ETH Zurich · Google

  43. Goku: A Million-Scale Universal Dataset and Benchmark for Instruction-Based Video Editing

    Jun 29, 2026Sen Liang, Cong Wang, Zhentao Yu +8Video EditingVideo Dataset

    University of Science and Technology of China, Hefei, China · Tencent Hunyuan, China

  44. DanceOPD: On-Policy Generative Field Distillation

    Jun 25, 2026Wei Zhou, Xiongwei Zhu, Zelin Xu +8Multi-Reference Image GenerationDuet

    ByteDance Seed · NUS · UMD +1

  45. Reproducibility Study of "AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models"

    Jun 25, 2026Ananth K Suresh, Arya HariharanMultimodal Knowledge EditingEdit

    Independent

  46. IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidance

    Jun 20, 2026Yuan-Zhih Lin, Huu-Thang Nguyen, Huu-Phu Do +2Video EditingDiffusion-Based Image Editing

    Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  47. What Context Does a Coding Agent Actually Need to Act?

    Jun 19, 2026Brian Sam-BoddenCoding AgentsEdit

    Integrallis Software

  48. User as Engram: Internalizing Per-User Memory as Local Parametric Edits

    Jun 17, 2026Bojie LiLarge Language Model MemorySemantic Memory

    Pine AI

  49. BindEdit: Taming Attention Leakage for Precise Multi-Object Image Editing

    Jun 17, 2026Chaewon Park, Soyoon Lee, Naeun Lee +3Diffusion-Based Image EditingImage Editing

    1Sookmyung Women’s University · 2Yonsei University · 3Samsung Research

  50. Self-Generated Error Training for Token Editing in Diffusion Language Models

    Jun 15, 2026Lin YaoDiffusion Language ModelsIterative Self-Correction

    School of Computer Science, Shanghai Jiao Tong University, Shanghai, 200240, China · Zhongguancun Academy, Beijing, 100097, China

  51. ResEdit: Residual embeddings for precise generative image editing

    Jun 15, 2026Ahmet Canberk Baykal, Valentin Deschaintre, Yannick Hold-Geoffroy +4Diffusion-Based Image EditingImage Editing

    Adobe Research · University of Cambridge

  52. PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory

    Jun 15, 2026Shuai Yang, Bingjie Gao, Ziwei Liu +3Generative Video ModelsMultimodal Memory

    Shanghai Jiao Tong University · S-Lab, Nanyang Technological University · Shanghai Innovation Institute +2

  53. AUDEDIT: Inversion-Free Text-Guided Editing with Pretrained Audio Flow Models

    Jun 13, 2026Zhongyuan FuAudio EditingNeural Audio

    College of Computer Science Nankai University

  54. Conditioning Matters: Stabilizing Inversion and Attention in Diffusion Image Editing

    Jun 12, 2026Zheyuan Zhan, Hongchen Li, Can Wang +6Diffusion-Based Image EditingImage Editing

    State Key Laboratory of Blockchain and Data Security, Zhejiang University · HangZhou High-Tech Zong (Binjiang) Institute of Blockchain and Data Security · College of Computer Science, Zhejiang University +1

  55. Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models

    Jun 11, 2026Shengqiang Zhang, Ruotong Liao, Volker Tresp +2Diffusion-Based Image EditingEdit

    LMU Munich & Munich Center for Machine Learning (MCML)

  56. No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions

    Jun 11, 2026Xu Yang, Zhizhou Sha, Junbo Li +10Peer ReviewCode Quality

    University of Texas at Austin · University of Illinois Urbana-Champaign · University of Texas at Dallas +1

  57. Making Time Editable in Video Diffusion Transformers

    Jun 8, 2026Konstantin Kuklev, Viacheslav Vasilev, Alexander Kunitsyn +2Video GenerationTemporal Dynamics

    Kandinsky Lab.

  58. HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents

    Jun 8, 2026Letian Li, Chao Shen, Shuzhao Xie +63D Scene GenerationIndoor Scene Generation

    SIGS, Tsinghua University · Nankai University · University of Arizona +2

  59. EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification

    Jun 6, 2026Da Li, Xinxin Li, Xingyu Cui +3Symbolic RegressionNeuro-Symbolic Framework

    Academy for Advanced Interdisciplinary Studies, Northeast Normal University, Changchun, 130024, Jilin, China · School of Mathematical Sciences, East China Normal University, Shanghai, 200241, Shanghai, China · Shanghai Zhangjiang Institute of Mathematics, Shanghai, 201203, Shanghai, China +3

  60. When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing

    Jun 5, 2026Siyuan Xu, Yibing Liu, Peilin Chen +3Multimodal Knowledge EditingEdit

    1City University of Hong Kong, Hong Kong. · 2Hon Hai Research Institute, Taipei. · 3Lingnan University, Hong Kong.