🧑‍🔬 Who cites Victor Ruhle

201 citations of their works from 199 papers of our library (of the 149,439 whose bibliographies we read) · 54 with a page here, the most cited first · ← Victor Ruhle

1. DynamoLLM: Designing LLM Inference Clusters for Performance and Energy EfficiencyProceedings - International Symposium on High-Performance Computer Architecture/ProceedingsJovan Stojkovic, Chaojie Zhang, Inigo Goiri, et al.2024 · 218 citations
2. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse AttentionConference on Neural Information Processing Systems (NeurIPS)Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, et al.2024 · 202 citations
3. Token-Budget-Aware LLM ReasoningarXiv:2412.18547Tingxu Han, Zhenting Wang, Chunrong Fang, et al.2024 · 136 citations
4. RouteLLM: Learning to Route LLMs with Preference DataarXiv:2406.18665Isaac Ong, Amjad Almahairi, Vincent Wu, et al.2024 · 109 citations
5. TokenSkip: Controllable Chain-of-Thought Compression in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Heming Xia, Chak Tou Leong, Wenjie Wang, et al.2025 · 106 citations
6. C3oT: Generating Shorter Chain-of-Thought without Compromising EffectivenessProceedings of the AAAI Conference on Artificial IntelligenceYu Kang, Xianghui Sun, Liangyu Chen, et al.2024 · 66 citations
7. A Comprehensive Survey on Long Context Language ModelingarXiv:2503.17407Jiaheng Liu, Dawei Zhu, Zhiqi Bai, et al.2025 · 64 citations
8. MasRouter: Learning to Route LLMs for Multi-Agent SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Yanwei Yue, Guibin Zhang, Boyang Liu, et al.2025 · 35 citations
9. CompAct: Compressing Retrieved Documents Actively for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, et al.2024 · 34 citations
10. 500xCompressor: Generalized Prompt Compression for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zongqian Li, Yixuan Su, Nigel Collier2025 · 32 citations
11. Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data RefinementInternational Conference on Computational Linguistics (COLING)Chenkai Sun, Ke Yang, Revanth Gangi Reddy, et al.2025 · 29 citations
12. Hierarchical Document Refinement for Long-context Retrieval-augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiajie Jin, Xiaoxi Li, Guanting Dong, et al.2025 · 25 citations
13. What is the Role of Small Models in the LLM Era: A SurveyComputational LinguisticsLihu Chen, Gael Varoquaux2024 · 23 citations
14. Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
15. LegalReasoner: Step-wised Verification-Correction for Legal Judgment ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Weijie Shi, Han Zhu, Jiaming Ji, et al.2025 · 16 citations
16. When One LLM Drools, Multi-LLM Collaboration RulesAnnual Meeting of the Association for Computational Linguistics (ACL)Shangbin Feng, Wenxuan Ding, Alisa Liu, et al.2026 · 14 citations
17. A Survey on Efficient Large Language Model Training: From Data-centric PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL)Junyu Luo, Bohan Wu, Xiao Luo, et al.2025 · 14 citations
18. Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token ReductionFindings of the Association for Computational LinguisticsZhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, et al.2026 · 13 citations
19. How Much Can RAG Help the Reasoning of LLM?arXiv:2410.02338Jingyu Liu, Jiaen Lin, Yong Liu2024 · 13 citations
20. SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language ModelsInternational Conference on Computational Linguistics (COLING)Huanxuan Liao, Shizhu He, Yupu Hao, et al.2025 · 12 citations
21. ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex ReasoningFindings of the Association for Computational LinguisticsJinyang Wu, Guocheng Zhai, Ruihan Jin, et al.2026 · 8 citations
22. GMSA: Enhancing Context Compression via Group Merging and Layer Semantic AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Jiwei Tang, Zhicheng Zhang, Shunlong Wu, et al.2026 · 8 citations
23. Efficient Reasoning for LLMs through Speculative Chain-of-ThoughtFindings of the Association for Computational LinguisticsJikai Wang, Juntao Li, Jianye Hou, et al.2026 · 6 citations
24. Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path AnchoringAnnual Meeting of the Association for Computational Linguistics (ACL)Dongxu Zhang, Yiding Sun, Cheng Tan, et al.2026 · 3 citations
25. MT-OSC: Path for LLMs that Get Lost in Multi-Turn ConversationFindings of the Association for Computational LinguisticsJyotika Singh, Fang Tu, Miguel Ballesteros, et al.2026 · 3 citations
26. Do LLMs Encode Functional Importance of Reasoning Tokens ?Annual Meeting of the Association for Computational Linguistics (ACL)Janvijay Singh, Dilek Hakkani-Tür2026 · 2 citations
27. Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyuan Yang, Wenxuan Ding, Shangbin Feng, et al.2026 · 1 citation
28. Conformal LLM Routing with Distribution-Free Safety GuaranteesAnnual Meeting of the Association for Computational Linguistics (ACL)Iqtedar Uddin, André Bauer2026 · 1 citation
29. Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement LearningFindings of the Association for Computational LinguisticsZhiyin Yu, Bo Zhang, Qibin Hou, et al.2026 · 1 citation
30. GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of ThoughtsFindings of the Association for Computational LinguisticsWenhao Zeng, Xuteng Zhang, Yuling Shi, et al.2026 · 1 citation
31. InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge ProfilingAnnual Meeting of the Association for Computational Linguistics (ACL)Haochen Shi, Tianshi Zheng, Weiqi Wang, et al.2026 · 1 citation
32. LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live StreamsFindings of the Association for Computational LinguisticsYongxuan Wu, Runyu Chen, Peiyu Liu, et al.2026 · 1 citation
33. Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Hanbing Liu, Lang Cao, Yuanyi Ren, et al.2026 · 1 citation
34. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Bo Lv, Jingbo Sun, Jianwei Lv, et al.2026
35. BubbleRAG: Interactive Cognitive Offloading with Thought Bubble in Retrieval-Augmented GenerationFindings of the Association for Computational LinguisticsFuda Ye, Jiachuan Wang, Yongqi Zhang, et al.2026
36. CoMeT: Collaborative Memory Transformer for Efficient Long Context ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Runsong Zhao, Shilei Liu, Jiwei Tang, et al.2026
37. Concise Math Reasoning via Difficulty-Aware DistillationFindings of the Association for Computational LinguisticsYifan Wu, Jingze Shi, Bingheng Wu, et al.2026
38. Controlling What You Share: Assessing Language Model Adherence to Privacy PreferencesFindings of the Association for Computational LinguisticsGuillem Ramírez, Alexandra Birch, Ivan Titov2026
39. Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context InferenceFindings of the Association for Computational LinguisticsWenxuan Xie, Xuhong Wang2026
40. Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B ConversationsFindings of the Association for Computational LinguisticsGuy Rotman, Adi Kopilov, Danit Berger Zalmanson, et al.2026
41. Frozen LLMs are Native Decoders for High-Norm Semantic VectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Yunsheng Zeng, Yongmei Tan2026
42. IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)JungMin Yun, YoungBin Kim2026
43. LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shivam Ratnakar, Abhiroop Talasila, Vinayak K Doifode2026
44. Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented GenerationFindings of the Association for Computational LinguisticsXinping Zhao, Shouzheng Huang, Yan Zhong, et al.2026
45. Less is More: Knowledge-Aware Compression for Long Legal Judgment PredictionFindings of the Association for Computational LinguisticsFanghao Lou, Qiqi Wang, Guanyu Chen, et al.2026
46. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM AssignmentFindings of the Association for Computational LinguisticsHuixing Que, Qi Liu, Weibo Gao, et al.2026
47. Read As Human: Compressing Context via Parallelizable Close Reading and SkimmingAnnual Meeting of the Association for Computational Linguistics (ACL)Jiwei Tang, Shilei Liu, Zhicheng Zhang, et al.2026
48. Route to Rome Attack: Directing LLM Routers to Expensive Models via Adversarial Suffix OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haochun Tang, Yuliang Yan, Jiahua Lu, et al.2026
49. RouteLMT: Learned Sample Routing for Hybrid LLM Translation DeploymentAnnual Meeting of the Association for Computational Linguistics (ACL)Yingfeng Luo, Hongyu Liu, DingYang Lin, et al.2026
50. RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Jize Wang, Han Wu, Zhiyuan You, et al.2026
51. RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive LearningFindings of the Association for Computational LinguisticsYitao Xiao, Shaoyong Guo, Guoming Yang, et al.2026
52. SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM SystemConference of the European Chapter of the Association for Computational Linguistics (EACL)Zijie Wang, Xinyu Yan, Che Wang, et al.2026
53. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Hui Liu, Bin Zou, Kecheng Chen, et al.2026
54. Telegraph English: Semantic Prompt Compression via Structured Symbolic RewritingarXiv:2605.04426Mikhail L. Arbuzov, Sisong Bei, Ziwei Dong, et al.2026

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