Deepseek-R1

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5 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Deepseek-R1.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Deepseek-R1.

132 papers

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  1. Qiushi Engine on AstaBench E2E-Bench-Hard

    Sep 8, 2026Wenhao Li, Shuxing Yang, Fujia Chen +13AI BenchmarksVideo Benchmarks

  2. Iris: Climbing to the Search Frontier

    Sep 3, 2026Ziyuan Liu, Hengqi Liu, Zichuan Wang +8Search AgentsMulti-Hop Reasoning

  3. Explore Before Committing: Hypothesis-Guided Search for Deep Research Agents

    Sep 1, 2026Ruochen Zhou, Zhengyu Chen, Luan Zhang +3Deepseek-R1Curiosity-Driven Exploration

  4. Deploying DeepSeek 175B Locally on a Single Consumer-Grade RTX 4060 Laptop with 32GB RAM for 200k-Scale Protein-Ligand Virtual Screening

    Aug 31, 2026Rui Xiao, Yili XuDrug DesignRtx

  5. Token Counts Are Not Model Lineage: A Frozen-Threshold Holdout Study of Black-Box LLM API Fingerprinting

    Aug 30, 2026Bo ChenToken-Level UncertaintyLineages

  6. DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation

    Aug 11, 2026Zhuchenyang Liu, Ziyi Wang, Yao Zhang +1Visual Document RetrievalEncoding Models

  7. Measuring Semantic Abstractness of SAE Features via Nonlocality

    Aug 11, 2026Chuqiao Lin, Shivaji Sondhi, Xiao-Liang QiSparse AutoencodersMechanistic Interpretability

  8. CHORUS: Complementary Experts for High-Coverage Testbench Stimulus Generation

    Aug 10, 2026Hejia Zhang, Sheng Lu, Zhongming Yu +3Large Language Model GenerationDeepseek-R1

  9. Beyond Routing: Decoupling Expert Dispatch and Aggregation in Sparse Mixture-of-Experts

    Aug 9, 2026Zongfei LiMixture-Of-Expert RoutingExperts

  10. Reason Wide, Not Deep: Amortizing the Reasoning Premium into Distilled Skills

    Aug 8, 2026Agamdeep Singh, Srishti Gautam, Priyanshu Gupta +3Deepseek-R1Agent Skill Libraries

  11. Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation

    Aug 7, 2026Sahil Pardasani, Madhusudan SinghDeepseek-R1Decentralization

  12. Policy-Masked Private Experts: Auditable and Reversible Capability Access Control in Sparse MoE Models

    Aug 7, 2026Zhuoheng Huang, Mukesh SinghExpertsAccess

  13. Hardware Keystores for AI Agent Signing Workflows: A Zero-Trust MCP Enforcement Architecture

    Aug 6, 2026Leo Sambrook, Sampo SovioDiffie-HellmanAttack-Success Rate

  14. MESH: Memory-Efficient Sinkhorn Optimization for Mixture-of-Experts Training

    Aug 5, 2026Masato FujitakeAdamSinkhorn

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

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

  16. Approximate Speculative Decoding

    Aug 4, 2026Yuannuo Feng, Zegang Peng, Yuxin Xie +5Speculative DecodingTruncation

  17. UrbanAgent: A Tool-Augmented Agent for Cross-System Urban Tasks

    Aug 4, 2026Jiayu Cao, Xingyuan Zeng, feiyu Li +6Agent2AgentStreet-View Imagery

  18. LongCat Sparse Attention: Taming the Lightning via Streaming-aware Hierarchical Cross-Layer Indexing

    Aug 3, 2026Wen Zan, Jiaqi Zhang, Jianchao Tan +11Dynamic Sparse AttentionEfficient Long-Context Inference

  19. G-ReAct: Graph-Guided Deep Search via Structure-State Co-Evolution

    Aug 2, 2026Shaoxiong Yang, Mengyuan Zhang, Shaojun Lin +4Deep Research SystemsDeepseek-R1

  20. Tokenizer-Agnostic Engram Module

    Jul 31, 2026Jia Peng Lim, Hai Leong ChieuN$-Grams FeaturesDeepseek-R1

  21. From Expert Reduction to Behavioral Divergence: Tracing Numerical State through Sparse MoE Inference

    Jul 30, 2026Tianyang ZhuMixture-Of-Expert InferenceDeepseek-R1

  22. Distilling Answer Set Programming Theories from Large Language Models

    Jul 30, 2026Nelson Higuera Ruiz, Markus Hofmarcher, Claudiu Leoveanu-CondreiAnswer Set ProgrammingNeurosymbolic Approach

  23. FinanceHarness: Autonomous Financial Deep Research Framework

    Jul 30, 2026Yijia Xiao, Rujun Han, Yanfei Chen +8Finance BenchmarksAgent Harness

  24. DeepResearch Agent System

    Jul 30, 2026Yong Huang, Yulu Huang, for the team CollaborationDeepseek-R1

  25. PIVOT: Efficient Query-Group Indexing for Token-Level Sparse Attention

    Jul 27, 2026Hong Liu, Yuan Cheng, Lin Niu +5Dynamic Sparse AttentionIndex

  26. DraftExpert: Expansion-Aware Self-Speculative Decoding for End-Device MoE Inference

    Jul 27, 2026Dengke HanMixture-Of-Expert InferenceSpeculative Decoding

  27. Delegation Intelligence in Deep Search: A Controllable Framework for Disentangled Capability Diagnosis

    Jul 26, 2026Xinhao Yao, Yuanzhuo Liu, Changhao Wang +6Deep Research SystemsAgentic Search

  28. Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models

    Jul 25, 2026Dhruvil S, Fenil Sojitra, Ravirajsinh ChauhanMulti-Head AttentionDeepseek-R1

  29. Token Budget Saturation and Mechanistic Early Detection of Reasoning Non-Convergence in Chain-of-Thought Models

    Jul 23, 2026Renuka Oladri, Niveda Jawahar, Abdirisak MohamedChain-Of-ThoughtDeepseek-R1

  30. Evaluating Large Language Models for Symbolic Security Protocol Analysis

    Jul 22, 2026Paolo Modesti, Syed Ahmed, Ioannis Sfyrakis +1Large Language Model SafetySecurity Analysis

  31. SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

    Jul 22, 2026Dongfang Li, Xiaodong Luo, Ruoyu Sun +62Deepseek-R1Bird

  32. Reinforcement Learning for Large Language Model Selective Evidence Adoption from Contaminated Retrieval Results

    Jul 22, 2026Yanyu Chen, Yue Li, Yongyi Cui +2Large Language Model ReliabilityLarge Language Model Judges

  33. Solar Open 2 Technical Report

    Jul 22, 2026Sungrae Park, Sanghoon Kim, Gyoungjin Gim +50Mixture-Of-Expert Language ModelsLong-Horizon Agents

  34. Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer

    Jul 19, 2026Sivateja TrikutamText-To-SpeechDeepseek-R1

  35. LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention

    Jul 13, 2026Ziqi Yin, Jianyang Gao, Peiqi Yin +2Dynamic Sparse AttentionTop-K

  36. From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States

    Jul 10, 2026Jorge A. Castillo, Marco Torres Yévenes, Juan Carlos LanasMultimodal Instruction TuningPrompt

  37. COBS: Cumulant Order Block Sparse Attention

    Jul 10, 2026Alexander Tian, Aditya Ghai, Sanjit Neelam +2Dynamic Sparse AttentionRetrieval Benchmarks

  38. TREK: Distill to Explore, Reinforce to Refine

    Jul 6, 2026Yuanda Xu, Zhengze Zhou, Kayhan Behdin +10Reasoning TrajectoryDeepseek-R1

  39. Vision Pretraining for Dense Spatial Perception

    Jul 6, 2026Zelin Fu, Bin Tan, Changjiang Sun +6Sequential Visual LocalizationSelf-Supervised Learning

  40. DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

    Jul 6, 2026Xin Cheng, Xingkai Yu, Chenze Shao +30Speculative DecodingSpark

  41. Dictionaries, Not Darwin: Set-Level Selection Beats LLM Evolution in Scientific Equation Discovery

    Jul 5, 2026Pan LiScientific DiscoveryEvolutionary Search

  42. Reading Between the Dots: Decoding Hidden Computation across Filler Tokens

    Jul 3, 2026Kaley Brauer, Claudio Mayrink Verdun, Samuel MarksDeepseek-R1Chain-Of-Thought

  43. Determinants and Limits of LLM Security-Tool Orchestration: A Study with HexStrike-AI

    Jul 3, 2026Romain Gerard, Assmaa Zeghaider, Yan GuoLarge Language Model SafetySecurity Analysis

  44. Towards Load-Aware Prefill Deflection for Disaggregated LLM Serving

    Jul 2, 2026Shrikara Arun, Anjaly Parayil, Srikant Bharadwaj +2PrefillPer-Token Latency

  45. Generic Expert Coverage for Pruning SparseMixture-of-Experts Language Models

    Jul 2, 2026Yongqin Zeng, Sicheng Pan, Jiale Wang +4Deepseek-R1Ablation

  46. AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

    Jun 30, 2026Zhaojian Yu, Penghao Yin, Shuzheng Gao +3Protein Language ModelLarge Language Model Agents

  47. Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition

    Jun 30, 2026Gaurab Baral, Aaditya Khanal, Yangyang Tao +1Large Reasoning ModelsDeepseek-R1

  48. DeepTrans Studio: Turning Expert Interventions into Shared Team Knowledge in Agentic Translation Workflows

    Jun 29, 2026Ziyang Lian, Qingya Zhang, Hao Wang +5Agentic WorkflowsHuman-Ai Collaboration

  49. RIPA: Sensory-Vector Prompt Injection Attacks on LLM-Controlled ROS 2 Robots

    Jun 26, 2026Nima DorzhievRobotsDeepseek-R1

  50. When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search

    Jun 26, 2026Yiling Tao, Shihan Deng, Meiling Tao +3Search AgentsMulti-Hop Question Answering Benchmarks

  51. HyperDFlash: Hyper-Connection-Aligned Block Speculative Decoding with Gated Residual Reduction

    Jun 25, 2026Luxi Lin, Shuang Peng, Rui Ma +7Speculative DecodingFlash

  52. Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment

    Jun 23, 2026Guruprakash J, Krithika L. BDeepseek-R1Modern Mixture-Of-Experts

  53. RoPE-Aware Bit Allocation for KV-Cache Quantization

    Jun 23, 2026Fengfeng Liang, Yuechen Zhang, Jiaya JiaKey-Value Cache QuantizationDynamic Sparse Attention

  54. Context-Aware Distillation and Ablation for Text2DSL

    Jun 21, 2026Alexander V. Kozachok, Alexander M. Nazimov, Shamil G. MagomedovDomain-Specific LanguageDeepseek-R1

  55. Curriculum Reinforcement Learning Can Incentivize Reasoning Capacity in LLMs Beyond the Base Model

    Jun 21, 2026Pengxiang Cai, Tianchen Fang, Xiaohan Li +3Curriculum Reinforcement LearningLLM Reasoning Methods

  56. A Verifiable Search Is Not a Learnable Chain-of-Thought

    Jun 20, 2026Harsh PatelChain-Of-ThoughtDeepseek-R1

  57. Reference-Based Distillation Detection in LLMs

    Jun 19, 2026Rajat Rawat, Sizhe Chen, Akshay Anand +3Multi-Teacher DistillationDeepseek-R1

  58. Calibration Without Comprehension: Diagnosing the Limits of Fine-Tuning LLMs for Vulnerability Detection in Systems Software

    Jun 18, 2026Arastoo Zibaeirad, Marco VieiraVulnerability Detection & RepairLarge Language Model Safety

  59. FirstPass: Grounding AI Scientific Judgment in Multi-Round Editorial Outcomes

    Jun 18, 2026Prabhjot Singh, Somnath Luitel, Manmeet Singh +1Peer ReviewScientific Discovery

  60. SFT Overtraining Predicts Rank Inversion via Entropy Collapse Under RLVR

    Jun 16, 2026Siddharth Aphale, Kelly LiuDeepseek-R1Collapse