Code Completion

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9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Are Frontier VLM Agents Ready to Be Robot Generalists? An Empirical Study with the Embodied Agent Arena

    Oct 1, 2026Haojian Huang, Pukun Zhao, Zexi Li +7AffordancesEmpirical Study

    HKUST (Guangzhou) · Knowin AI · The Chinese University of Hong Kong

  2. CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion

    Sep 30, 2026Zhen Liang, Hai Huang, Wentao ChenJailbreak AttacksVulnerable Code

    School of Computer Science and Technology, Zhejiang Sci-Tech University · Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University · China Academy of Information and Communications Technology

  3. Multi-Rate Bandwidth Extension by Token Completion in Neural Audio Codecs

    Sep 29, 2026Benoît Ginies, Olivier Fercoq, Gaël RichardNeural Audio CodecsAudio Tokenizers

    LTCI, Télécom Paris, Institut Polytechnique de Paris, Palaiseau, France

  4. Which Attention Heads are like the Human Head? Not the Ones that Compute

    Sep 29, 2026Christopher Pinier, Gustaw Opiełka, Hannes Rosenbusch +3Artificial Intelligence AlignmentCode Completion

    Psychological Methods, University of Amsterdam, Amsterdam, The Netherlands · Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA

  5. Evaluating Name-Only Directory Routing for One-Shot Code Search

    Sep 28, 2026Manoj BajajCode Completion

  6. Harm Laundering in GPT Models: Evidence That Gender Discrimination Is Transformed Rather Than Reduced Across Safety-Trained Generations

    Sep 17, 2026Sarah Wyer, Sue Black, Noura Al MoubayedToxicityLarge Language Model Safety

    Durham University

  7. SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

    Sep 17, 2026Haozhe Liu, Tian Ye, Sensen Gao +11Self-Improving AgentsCode Completion

    NVIDIA · NTU · MIT

  8. Printing the Underdetermined: Materializing Multi-solutionness in Figurative Paintings

    Sep 17, 2026Yutao Ming, Teng Xu, Youjia Wang +6ArtGenerative Models

    ShanghaiTech University, China · Crysta AI, China · Crysta AI, Shanghai, China +1

  9. Bi-FlowGS: Bridging Generative View Completion and Gaussian Geometry through Bidirectional Flow Co-Refinement

    Sep 15, 2026Yuetong Wang, Jinsheng Quan, Yi Yang +13D ReconstructionGeometric Regularization

    Zhejiang University

  10. Revisiting Cross-View Completion: Self-Supervised Pre-Training via Reconstruction Error Comparison

    Sep 1, 2026Thibaut Loiseau, Guillaume Bourmaud, Vincent Lepetit3D PerceptionCross-View

    LIGM, Ecole Nationale des Ponts et Chaussées, IP Paris, Univ Gustave Eiffel, CNRS, France · Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, France

  11. REVISE: Validity-Guided Recovery for Online Revisions in Agent Workflows

    Sep 1, 2026Ruoling Qi, Xuaner Wu, Penghang Liu +2RollbackAgentic Workflows

    Institute of Artificial Intelligence, China Telecom (TeleAI) · 2Shanghai Jiao Tong University

  12. HCGRec: Hint-Conditioned Generative Recommendation with Semantic IDs

    Aug 12, 2026Kangning Zhang, Haotian Fang, Xukun Luo +6Sequential RecommendationCode Completion

    Shanghai Jiao Tong University Shanghai, China · Mei Tuan Beijing, China

  13. Oilbird: Training-Free Speculative Decoding with Keys the Verifier Already Computes

    Aug 4, 2026Tao Jin, Phuong Minh Nguyen, Zhenzhu Yan +2Speculative DecodingDrafter

    1Japan Advanced Institute of Science and Technology (JAIST) · 2Tohoku University

  14. AgentHPOBench: A Benchmark For Evaluating LLM Agents as Sequential Hyperparameter Optimizers

    Jul 31, 2026Tianyu Huai, Tingshuo Fan, Xinchi Chen +5Agentic BenchmarksAgentic Optimization

    Shanghai Innovation Institute · East China Normal University · OpenMOSS +1

  15. Borrowed Strength: Best-of-N Search over a Code EncodingBreaks Self-Check Jailbreak Defenses

    Jul 29, 2026Haoyu Zhang, Shibo Zheng, Xiangchen Guan +4LLM Defense MechanismsAttack-Success Rate

    1Northeastern University

  16. 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

  17. SketchMamba: A Lightweight State-Space Model for Joint Progressive Sketch Classification and Stroke Auto-Completion

    Jul 26, 2026Kavish Jhaveri, Arya ShahSketchesAutoregressive Generation

    The National High School, Ahmedabad, India · Indian Institute of Technology, Gandhinagar, India

  18. The JEPA Paradox in Language: The Geometry of Linguistic Alternatives

    Jul 26, 2026Anh Trac Duc Dinh, Khang Nhat Hoang VoJoint-Embedding Predictive ArchitecturesLatent Prediction

    Center for AI Research (CAIR), VinUniversity, Hanoi, Vietnam · Faculty of Computer Science and Engineering Ho Chi Minh City University of Technology (HCMUT), VNU-HCM Ho Chi Minh City, Vietnam · Mohamed bin Zayed University of Artificial Intelligence Abu Dhabi, United Arab Emirates

  19. Anatomy of a Sound Neural Reasoner: One-Shot Amortization, First-Pass Poisoning, and Search Inertness in Clue-Rich Completion

    Jul 22, 2026Aleksey KomissarovPuzzleNeural Solvers

    Neapolis University, Pafos, Cyprus

  20. SciCodePile: A 128GB Corpus and Executable Benchmark for Challenging Scientific Code Generation

    Jul 21, 2026Weifeng Sun, Ye Fan, Yuchen Chen +6Code GenerationLarge Language Model Benchmarks

    Singapore Management University · Nanjing University · SUN YAT-SEN University +1

  21. Beware What You Autocomplete: Forensic Attribution of Backdoored Code Completions

    Jul 9, 2026Anjun Gao, Yueyang Quan, Zhuqing Liu +1Clean Label Backdoor AttackVulnerable Code

    University of Louisville · University of North Texas

  22. How Much is Left? LLMs Linearly Encode Their Remaining Output Length

    Jul 6, 2026Mohamed Amine Merzouk, Dmitri Carpov, Mirko Bronzi +2Code Completion

    Mila, Quebec AI Institute · McGill University · LawZero

  23. GMO-E2^2DIT: Grounded Multi-Operation Editing for E-Commerce Images

    Jul 1, 2026Zipeng Guo, Xiaoan Liu, Lichen Ma +9Image EditingPrecise Editing

    Wuhan University · Xi’an Jiaotong University · Sun Yat-sen University

  24. ShellMaker: Language-Guided Exterior Completion under Structural Constraints

    Jun 30, 2026Ruiqi Xu, Daniel AliagaIndoor Scene GenerationCraft

    Purdue University, Lafayette IN 47907, USA

  25. LLM-based Visual Code Completion for Aerospace Geometric Design

    Jun 15, 2026Hau Kit Yong, Robert Marsh, Edmar A. Silva +2CopilotEngineering

    Faculty of Engineering and Physical Sciences, University of Southampton, UK · School of Electronics and Computer Science, University of Southampton, UK

  26. MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions

    Jun 15, 2026Noor Islam S. Mohammad, Tamim SheikhLarge Language Model BiasCode Completion

    Department of Computer Science, Informatics Institute, Istanbul Technical University, ˙Istanbul, Türkiye · Department of Computer Science and Engineering, Jashore University of Science and Technology, Bangladesh.

  27. Models Take Notes at Prefill: KV Cache Can Be Editable and Composable

    Jun 14, 2026Bojie LiCacheKey-Value Cache

    Pine AI

  28. A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets

    Jun 11, 2026Tejas Agrawal, Vu Le, Sumit Gulwani +1SpreadsheetsCode Completion

    1Microsoft, Bangalore, India · 2Microsoft, Redmond, USA · 3Microsoft, Keerbergen, Belgium.

  29. Synthetic Hallucinations, Real Gains: Hard Negatives from Frontier Models for FIM Hallucination Mitigation

    Jun 2, 2026Mahdi Erfanian, Nelson Daniel Troncoso, Aashna Garg +4Large Language Model HallucinationCode Completion

    University of Illinois Chicago · Microsoft

  30. unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning

    May 27, 2026Geoffrey Bradway, Roger Creus Castanyer, Lorenz Wolf +3RobotwinExploitation

    Vmax

  31. BPPO: Binary Prefix Policy Optimization for Efficient GRPO-Style Reasoning RL with Concise Responses

    May 27, 2026Qingfei Zhao, Huan Song, Shuyu Tian +2Group-Based Reinforcement LearningShort

    1TeleAI · 2Shanghai Jiao Tong University

  32. Less is More: Early Stopping Rollout for On-Policy Distillation

    May 26, 2026Zhou Ziheng, Jiaqi Li, Huacong Tang +2Efficient On-Policy DistillationRollout

    University of California, Los Angeles · Beijing Institute of General Artificial Intelligence

  33. An Empirical Study of Privacy Leakage Chains via Prompt Injection in Black-Box Chatbot Environments

    May 18, 2026Hongjang Yang, Hyunsik Na, Daeseon ChoiIndirect Prompt InjectionAttacker Large Language Model

    Department of Information Security Soongsil University Seoul, Korea · AI Safety Center Soongsil University Seoul, Korea · Department of AI Software Soongsil University Seoul, Korea

  34. When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context

    May 14, 2026Haojun Weng, Qianqian Yang, Hao Fu +2Code CompletionGradient Staleness

    Independent Researcher, California, USA · Independent Researcher, Beijing, China

  35. Most Current Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives

    May 1, 2026Mohammed Abu Baker, Luca Baroni, Dan WilhelmLarge Language Model SafetyModel Fine-Tuning

    Meridian Visiting Researcher Programme.

  36. RuC: HDL-Agnostic Rule Completion Benchmark Generation

    Apr 30, 2026Arnau Ayguadé Domingo, Miquel Alberti-Binimelis, Cristian Gutierrez-Gomez +5Code CompletionRegister Transfer Level

    Barcelona Supercomputing Center · Universitat Polit`ecnica de Catalunya

  37. The Effect of Idea Elaboration on the Automatic Assessment of Idea Originality

    Apr 22, 2026Umberto Domanti, Moritz Mock, Sergio Agnoli +1CreativityRater

    Free University of Bozen-Bolzano · University of Trieste · Marconi Institute for Creativity

  38. GSCompleter: A Distillation-Free Plugin for Metric-Aware 3D Gaussian Splatting Completion in Seconds

    Apr 22, 2026Ao Gao, Jingyu Gong, Xin Tan +3Dynamic 3D Gaussian SplattingCompletion

    School of Computer Science and Technology, East China Normal University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China · Chongqing Key Laboratory of Precision Optics, Chongqing Institute of East China Normal University, Chongqing, China +2

  39. DocQAC: Adaptive Trie-Guided Decoding for Effective In-Document Query Auto-Completion

    Apr 20, 2026Rahul Mehta, Kavin R, Indrajit Pal +3Code CompletionQueries

    Microsoft Corporation Hyderabad, India · Indian Institute of Technology Kharagpur, India · Independent Bengaluru, India

  40. Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?

    Apr 19, 2026Miaosen Chai, Wang Bill Zhu, Shangshang Wang +5Model DebuggingLarge Language Model Benchmarks

    University of Southern California · Microsoft · University of Wisconsin–Madison +1

  41. Layer-wise MoE Routing Locality under Shared-Prefix Code Generation: Token-Identity Decomposition and Compile-Equivalent Fork Redundancy

    Apr 19, 2026Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino +1Mixture-Of-Experts Large Language ModelsCode Generation

    Graduate School of Informatics, Nagoya University, Japan · Information Technology Center, Nagoya University, Japan

  42. From Guessing to Placeholding: A Cost-Theoretic Framework for Uncertainty-Aware Code Completion

    Apr 2, 2026Liang Zhu, Haolin Chen, Lidong Zhao +1Code CompletionCompletion

    1Tencent, Shenzhen, China

  43. LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation

    Feb 2, 2026Bo Miao, Weijia Liu, Jun Luo +8Vision-Language NavigationSemantic Mapping

    AIML, Adelaide University · East China Normal University

  44. Nested-ReFT: Efficient Reinforcement Learning for Large Language Model Fine-Tuning via Off-Policy Rollouts

    Aug 13, 2025Maxime Heuillet, Yufei Cui, Boxing Chen +2Mathematical Reasoning BenchmarksLarge Language Model Fine-Tuning

    Universit´e Laval (IID), Canada · Mila - Qu´ebec AI Institute, Canada · Huawei Noah’s Ark Lab (Montreal Research Center), Canada +1