Who cites Bowen Yang
- KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationConference on Neural Information Processing Systems (NeurIPS)Coleman Hooper, Sehoon Kim, Hiva Mohammadzadeh, et al.2024 · 294 citations
- 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
- Mooncake: A KVCache-centric Disaggregated Architecture for LLM ServingFAST 2025Ruoyu Qin, Zheming Li, Weiran He, et al.2024 · 161 citations
- PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information FunnelingarXiv:2406.02069Zefan Cai, Yichi Zhang, Bofei Gao, et al.2024 · 155 citations
- Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse AttentionarXiv:2502.11089Jingyang Yuan, Huazuo Gao, Damai Dai, et al.2025 · 142 citations
- InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context MemoryConference on Neural Information Processing Systems (NeurIPS)Chaojun Xiao, Pengle Zhang, Xu Han, et al.2024 · 126 citations
- MagicPIG: LSH Sampling for Efficient LLM GenerationarXiv:2410.16179Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, et al.2024 · 68 citations
- LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMsarXiv:2408.07055Yushi Bai, Jiajie Zhang, Xin Lv, et al.2024 · 66 citations
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector RetrievalConference on Neural Information Processing Systems (NeurIPS)Di Liu, Meng Chen, Baotong Lu, et al.2024 · 66 citations
- A Comprehensive Survey on Long Context Language ModelingarXiv:2503.17407Jiaheng Liu, Dawei Zhu, Zhiqi Bai, et al.2025 · 64 citations
- From Decoding to Meta-Generation: Inference-time Algorithms for Large Language ModelsarXiv:2406.16838Sean Welleck, Amanda Bertsch, Matthew Finlayson, et al.2024 · 51 citations
- LightThinker: Thinking Step-by-Step CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Jintian Zhang, Yuqi Zhu, Mengshu Sun, et al.2025 · 50 citations
- Long Context Compression with Activation BeaconarXiv:2401.03462Peitian Zhang, Zheng Liu, Shitao Xiao, et al.2024 · 47 citations
- PhysReason: A Comprehensive Benchmark towards Physics-Based ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Zhang, Yuxuan Dong, Yanrui Wu, et al.2025 · 25 citations
- FBS: Modeling Native Parallel Reading inside a TransformerFindings of the Association for Computational LinguisticsTongxi Wang2026 · 14 citations
- Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhisong Zhang, Yan Wang, Xinting Huang, et al.2025 · 14 citations
- 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
- SelfElicit: Your Language Model Secretly Knows Where is the Relevant EvidenceAnnual Meeting of the Association for Computational Linguistics (ACL)Zhining Liu, Rana Ali Amjad, Ravinarayana Adkathimar, et al.2025 · 11 citations
- The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMsFindings of the Association for Computational LinguisticsPiotr Nawrot, Jianing Li, Renjie Huang, et al.2026 · 10 citations
- SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep LayersAnnual Meeting of the Association for Computational Linguistics (ACL)Zicong Tang, Shi Luohe, Zuchao Li, et al.2025 · 9 citations
- LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyue Zhang, Hualei Zhang, Xiaosong Ma, et al.2026 · 8 citations
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Penghui Yang, Cunxiao Du, Fengzhuo Zhang, et al.2026 · 5 citations
- HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Bowen Zeng, Feiyang Ren, Jun Zhang, et al.2026 · 4 citations
- PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model InferenceFindings of the Association for Computational LinguisticsKrishna Teja Chitty-Venkata, Jie Ye, Siddhisanket Raskar, et al.2026 · 4 citations
- Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse RolloutsAnnual Meeting of the Association for Computational Linguistics (ACL)Sijia Luo, Xiaokang Zhang, Yuxuan Hu, et al.2026 · 4 citations
- LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chenglin Wang, Yucheng Zhou, Shuang Chen, et al.2026 · 2 citations
- MiniMax Sparse AttentionarXiv:2606.13392Xunhao Lai, Weiqi Xu, Yufeng Yang, et al.2026 · 2 citations
- OjaKV: Context-Aware Online Low-Rank KV Cache CompressionFindings of the Association for Computational LinguisticsYuxuan Zhu, David H. Yang, Mohammad Mohammadi Amiri, et al.2026 · 2 citations
- Adaptive Layer Selection for Layer-Wise Token Pruning in LLM InferenceFindings of the Association for Computational LinguisticsRei Taniguchi, Yuyang Dong, Makoto Onizuka, et al.2026 · 1 citation
- DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context ReasoningFindings of the Association for Computational LinguisticsHossein Entezari Zarch, Lei Gao, Chaoyi Jiang, et al.2026 · 1 citation
- From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language ModelsFindings of the Association for Computational LinguisticsJunlong Tong, Zilong Wang, YuJie Ren, et al.2026 · 1 citation
- HqeKV: Towards Hybrid Quantization and Eviction for KV Cache in Long-Context LLM InferenceFindings of the Association for Computational LinguisticsHe Wang, Yu Gu, Fangfang Li, et al.2026 · 1 citation
- AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache ReuseAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Ou, Jinyu Guo, Shiyao Guo, et al.2026
- Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Shenglai Zeng, Tianqi Zheng, Chuan Tian, et al.2026
- EQUIP: EQUivariant preserving In-Place updates for Efficient Token PruningAnnual Meeting of the Association for Computational Linguistics (ACL)Arun Ramachandran, R Govindarajan, Murali Annavaram, et al.2026
- GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyang Wang, Jiangfeng Xiao, Chuan Xiao, et al.2026
- Latent-Condensed Transformer for Efficient Long Context ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Zeng You, Yaofo Chen, Qiuwu Chen, et al.2026
- MATCH: Modulating Attention via In-Context Retrieval for Long-Context TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Linrui Ma, Chun Hei Lo, Xinyu Wang, et al.2026
- Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, et al.2026
- Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache CompressionAnnual Meeting of the Association for Computational Linguistics (ACL)Liang Zhao, Xiaocheng Feng, Weihong Zhong, et al.2026
- ReFreeKV: Towards Threshold-Free KV Cache CompressionFindings of the Association for Computational LinguisticsXuanfan Ni, Liyan Xu, Chenyang Lyu, et al.2026
- RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache EvictionFindings of the Association for Computational LinguisticsSihao Liu, YuFan Xiong, Zhonghua Jiang, et al.2026
- VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector QuantizationAnnual Meeting of the Association for Computational Linguistics (ACL)Dingyu Yao, Chenxu Yang, Zhengyang Tong, et al.2026
- When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, et al.2026
- ZoomR: Memory Efficient Reasoning through Multi-Granularity Key Value RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)David H. Yang, Yuxuan Zhu, Mohammad Mohammadi Amiri, et al.2026
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