Fan Yang - RankMe

125 papers A* 37A 7B 3C 2Misc 1Journal 57Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	MetaAttention: A Unified and Performant Attention Framework across Hardware Backends. PPoPP Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Xingda Wei, Haibo Chen
2026	J	`jnl`	Neuro-Symbolic Verification on Instruction Following of LLMs. CoRR Yiming Su, Kunzhao Xu, Yanjie Gao, Fan Yang, Cheng Liu, Mao Yang, Tianyin Xu
2026	J	`jnl`	RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference. Proc. VLDB Endow. Yaoqi Chen, Jinkai Zhang, Baotong Lu, Qianxi Zhang, Chengruidong Zhang, Jing Liu, Jingjia Luo, Di Liu, Huiqiang Jiang, Qi Chen, Bailu Ding, Xiao Yan, Jiawei Jiang, Chen Chen, Mingxing Zhang, Cheng Li, Yuqing Yang, Fan Yang, Mao Yang
2025	J	`jnl`	AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms. CoRR Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Haibo Chen
2025	J	`jnl`	AutoVerus: Automated Proof Generation for Rust Code. Proc. ACM Program. Lang. Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Jianan Yao, Weidong Cui, Yeyun Gong, Chris Hawblitzel, Shuvendu K. Lahiri, Jacob R. Lorch, Shuai Lu, Fan Yang, Ziqiao Zhou, Shan Lu
2025	A*	`conf`	Automated Proof Generation for Rust Code via Self-Evolution. ICLR Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K. Lahiri, Tao Xie, Lidong Zhou
2025	A*	`conf`	LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference. ISCA Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2025	A*	`conf`	LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator. HPCA Guoyu Li, Shengyu Ye, Chunyun Chen, Yang Wang, Fan Yang, Ting Cao, Cheng Liu, Mohamed M. Sabry Aly, Mao Yang
2025	J	`jnl`	LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator. CoRR Guoyu Li, Shengyu Ye, Chunyun Chen, Yang Wang, Fan Yang, Ting Cao, Cheng Li, Mohamed M. Sabry, Mao Yang
2025	A*	`conf`	LongRoPE2: Near-Lossless LLM Context Window Scaling. ICML Ning Shang, Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang
2025	J	`jnl`	LongRoPE2: Near-Lossless LLM Context Window Scaling. CoRR Ning Shang, Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang
2025	J	`jnl`	LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts. CoRR Siyuan Wang, Gaokai Zhang, Li Lyna Zhang, Ning Shang, Fan Yang, Dongyao Chen, Mao Yang
2025	A*	`conf`	Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver. ICLR Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
2025	A*	`conf`	PipeThreader: Software-Defined Pipelining for Efficient DNN Execution. OSDI Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
2025	J	`jnl`	SeerAttention-R: Sparse Attention Adaptation for Long Reasoning. CoRR Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang
2025	J	`jnl`	TileLang: A Composable Tiled Programming Model for AI Systems. CoRR Lei Wang, Yu Cheng, Yining Shi, Zhengju Tang, Zhiwen Mo, Wenhao Xie, Lingxiao Ma, Yuqing Xia, Jilong Xue, Fan Yang, Zhi Yang
2025	A*	`conf`	TrainVerify: Equivalence-Based Verification for Distributed LLM Training. SOSP Yunchi Lu, Youshan Miao, Cheng Tan, Peng Huang, Yi Zhu, Xian Zhang, Fan Yang
2025	J	`jnl`	WaferLLM: A Wafer-Scale LLM Inference System. CoRR Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai
2025	A*	`conf`	WaferLLM: Large Language Model Inference at Wafer Scale. OSDI Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai
2025	J	`jnl`	rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset. CoRR Yifei Liu, Li Lyna Zhang, Yi Zhu, Bingcheng Dong, Xudong Zhou, Ning Shang, Fan Yang, Mao Yang
2025	A*	`conf`	rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking. ICML Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang
2025	J	`jnl`	rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking. CoRR Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang
2025	J	`jnl`	rStar2-Agent: Agentic Reasoning Technical Report. CoRR Ning Shang, Yifei Liu, Yi Zhu, Li Lyna Zhang, Weijiang Xu, Xinyu Guan, Buze Zhang, Bingcheng Dong, Xudong Zhou, Bowen Zhang, Ying Xin, Ziming Miao, Scarlett Li, Fan Yang, Mao Yang
2024	A	`conf`	Aceso: Efficient Parallel DNN Training through Iterative Bottleneck Alleviation. EuroSys Guodong Liu, Youshan Miao, Zhiqi Lin, Xiaoxiang Shi, Saeed Maleki, Fan Yang, Yungang Bao, Sa Wang
2024	—	`conf`	Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo
2024	J	`jnl`	AutoVerus: Automated Proof Generation for Rust Code. CoRR Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Jianan Yao, Weidong Cui, Yeyun Gong, Chris Hawblitzel, Shuvendu K. Lahiri, Jacob R. Lorch, Shuai Lu, Fan Yang, Ziqiao Zhou, Shan Lu
2024	J	`jnl`	Automated Proof Generation for Rust Code via Self-Evolution. CoRR Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K. Lahiri, Tao Xie, Lidong Zhou
2024	J	`jnl`	Baichuan Alignment Technical Report. CoRR Mingan Lin, Fan Yang, Yanjun Shen, Haoze Sun, Tianpeng Li, Tao Zhang, Chenzheng Zhu, Miao Zheng, Xu Li, Yijie Zhou, Mingyang Chen, Yanzhao Qin, Youquan Li, Hao Liang, Fei Li, Yadong Li, Mang Wang, Guosheng Dong, Kun Fang, Jianhua Xu, Bin Cui, Wentao Zhang, Zenan Zhou, Weipeng Chen
2024	J	`jnl`	CFBench: A Comprehensive Constraints-Following Benchmark for LLMs. CoRR Tao Zhang, Yanjun Shen, Wenjing Luo, Yan Zhang, Hao Liang, Fan Yang, Mingan Lin, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou
2024	—	`conf`	Efficient Deployment of Large Language Model across Cloud-Device Systems. SOCC Fan Yang, Zehao Wang, Haoyu Zhang, Zhenhua Zhu, Xinhao Yang, Guohao Dai, Yu Wang
2024	J	`jnl`	Efficient Schedule Construction for Distributed Execution of Large DNN Models. IEEE Trans. Parallel Distributed Syst. Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang
2024	A*	`conf`	Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning. EMNLP Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
2024	—	`conf`	GLITCHES: GPU-FPGA LLM Inference Through a Collaborative Heterogeneous System. HPEC Fan Yang, Xinhao Yang, Hongyi Wang, Zehao Wang, Zhenhua Zhu, Shulin Zeng, Yu Wang
2024	—	`conf`	IRGen: Generative Modeling for Image Retrieval. ECCV (15) Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
2024	A	`conf`	Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models. ICME Yijia Zhang, Lingran Zhao, Shijie Cao, Sicheng Zhang, Wenqiang Wang, Ting Cao, Fan Yang, Mao Yang, Shanghang Zhang, Ningyi Xu
2024	J	`jnl`	LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration. CoRR Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2024	A*	`conf`	Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. OSDI Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
2024	A*	`conf`	LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens. ICML Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
2024	J	`jnl`	LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens. CoRR Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
2024	—	`conf`	MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. WWW (Companion Volume) Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024	J	`jnl`	MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels. CoRR Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024	J	`jnl`	Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers. CoRR Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
2024	—	`conf`	OneSparse: A Unified System for Multi-index Vector Search. WWW (Companion Volume) Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
2024	A*	`conf`	Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. OSDI Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
2024	J	`jnl`	Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. CoRR Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
2024	J	`jnl`	RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval. CoRR Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Zhenhua Han, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
2024	J	`jnl`	SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. CoRR Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang
2024	J	`jnl`	SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs. CoRR Yizhao Gao, Zhichen Zeng, Dayou Du, Shijie Cao, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang
2024	A*	`conf`	Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search. HPCA Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang
2024	A*	`conf`	Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor. SOSP Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang
2024	A*	`conf`	Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. KDD Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
2024	J	`jnl`	Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. CoRR Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
2024	A*	`conf`	nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training. OSDI Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
2023	A	`conf`	Adam Accumulation to Reduce Memory Footprints of Both Activations and Gradients for Large-Scale DNN Training. ECAI Yijia Zhang, Yibo Han, Shijie Cao, Guohao Dai, Youshan Miao, Ting Cao, Fan Yang, Ningyi Xu
2023	J	`jnl`	Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training. CoRR Yijia Zhang, Yibo Han, Shijie Cao, Guohao Dai, Youshan Miao, Ting Cao, Fan Yang, Ningyi Xu
2023	J	`jnl`	BitNet: Scaling 1-bit Transformers for Large Language Models. CoRR Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei
2023	A*	`conf`	Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. OSDI Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
2023	—	`conf`	Efficient GPU Kernels for N: M-Sparse Weights in Deep Learning. MLSys Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
2023	—	`conf`	ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning. ASPLOS (2) Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
2023	J	`jnl`	IRGen: Generative Modeling for Image Retrieval. CoRR Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
2023	J	`jnl`	Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models. CoRR Yijia Zhang, Lingran Zhao, Shijie Cao, Wenqiang Wang, Ting Cao, Fan Yang, Mao Yang, Shanghang Zhang, Ningyi Xu
2023	A*	`conf`	Learning 3D Photography Videos via Self-supervised Diffusion on Single Images. IJCAI Xiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan
2023	J	`jnl`	Learning 3D Photography Videos via Self-supervised Diffusion on Single Images. CoRR Xiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan
2023	A*	`conf`	Model-enhanced Vector Index. NeurIPS Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
2023	J	`jnl`	Model-enhanced Vector Index. CoRR Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
2023	—	`conf`	NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. ACL (1) Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Ming Gong, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan
2023	J	`jnl`	NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. CoRR Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Gong Ming, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan
2023	A*	`conf`	OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. ISCA Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2023	J	`jnl`	OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. CoRR Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2023	Misc	`conf`	On Modular Learning of Distributed Systems for Predicting End-to-End Latency. NSDI Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
2023	A*	`conf`	Optimizing Dynamic Neural Networks with Brainstorm. OSDI Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo
2023	A*	`conf`	PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. SOSP Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou
2023	A*	`conf`	SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. SOSP Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang
2023	A	`conf`	SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. EuroSys Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou
2023	J	`jnl`	SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation. CoRR Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Yuqing Yang, Lingxiao Ma, Fan Yang, Lili Qiu, Mao Yang, Lidong Zhou
2023	J	`jnl`	SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction. CoRR Zhiqi Lin, Youshan Miao, Guodong Liu, Xiaoxiang Shi, Quanlu Zhang, Fan Yang, Saeed Maleki, Yi Zhu, Xu Cao, Cheng Li, Mao Yang, Lintao Zhang, Lidong Zhou
2023	J	`jnl`	Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search. CoRR Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang
2023	—	`conf`	Tutel: Adaptive Mixture-of-Experts at Scale. MLSys Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
2023	A*	`conf`	VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity. OSDI Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
2023	A*	`conf`	Welder: Scheduling Deep Learning Memory Access via Tile-graph. OSDI Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
2022	A*	`conf`	ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. MICRO Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2022	J	`jnl`	ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. CoRR Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2022	A*	`conf`	Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. SIGIR Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Xing Xie
2022	J	`jnl`	Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. CoRR Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Denvy Deng, Qi Zhang, Xing Xie
2022	J	`jnl`	Gating PatternPyramid for diversified image style transfer. J. Electronic Imaging Fan Yang, Haibo Chen, Zhanjie Zhang, Lei Zhao, Huaizhong Lin
2022	C	`conf`	Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. ICCD Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo
2022	J	`jnl`	Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. CoRR Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo
2022	—	`conf`	NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion. ECCV (16) Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan
2022	—	`conf`	PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX ATC Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
2022	A*	`conf`	ROLLER: Fast and Efficient Tensor Compilation for Deep Learning. OSDI Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko
2022	A*	`conf`	SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. ICLR Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
2022	J	`jnl`	SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. CoRR Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
2022	A*	`conf`	SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. OSDI Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
2022	J	`jnl`	Tutel: Adaptive Mixture-of-Experts at Scale. CoRR Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
2021	J	`jnl`	GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions. CoRR Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan
2021	J	`jnl`	NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion. CoRR Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan
2020	A*	`conf`	Capuchin: Tensor-based GPU Memory Management for Deep Learning. ASPLOS Xuan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian
2020	A*	`conf`	HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. OSDI Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang
2020	A*	`conf`	Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks. OSDI Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
2020	A*	`conf`	Retiarii: A Deep Learning Exploratory-Training Framework. OSDI Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
2020	J	`jnl`	XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation. CoRR Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Bruce Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Rangan Majumder, Ming Zhou
2020	—	`conf`	XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation. EMNLP (1) Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou
2019	—	`conf`	Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads. USENIX ATC Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
2019	J	`jnl`	Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads. CoRR Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
2019	J	`jnl`	Scaling out NUMA-Aware Applications with RDMA-Based Distributed Shared Memory. J. Comput. Sci. Technol. Yang Hong, Yang Zheng, Fan Yang, Binyu Zang, Haibing Guan, Haibo Chen
2018	A*	`conf`	Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
2018	—	`conf`	Scheduling CPU for GPU-based Deep Learning Jobs. SoCC Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng, Quanlu Zhang, Fan Yang, Lidong Zhou
2015	—	`conf`	GraM: scaling graph computation to the trillions. SoCC Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
2015	J	`jnl`	ImmortalGraph: A System for Storage and Analysis of Temporal Graphs. ACM Trans. Storage Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen
2014	A	`conf`	Chronos: a graph engine for temporal graph analysis. EuroSys Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen
2012	A	`conf`	Kineograph: taking the pulse of a fast-changing and connected world. EuroSys Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
2007	J	`jnl`	Cooperative and opportunistic transmission for wireless ad hoc networks. IEEE Netw. Qian Zhang, Qing Chen, Fan Yang, Xuemin Shen, Zhisheng Niu
2007	J	`jnl`	Distributed Cooperative Rate Adaptation for Energy Efficiency in IEEE 802.11-Based Multihop Networks. IEEE Trans. Veh. Technol. Kun Wang, Fan Yang, Qian Zhang, Dapeng Oliver Wu, Yinlong Xu
2007	J	`jnl`	Modeling path capacity in multi-hop IEEE 802.11 networks for QoS services. IEEE Trans. Wirel. Commun. Kun Wang, Fan Yang, Qian Zhang, Yinlong Xu
2006	J	`jnl`	Distributed Channel Assignment and Routing in Multiradio Multichannel Multihop Wireless Networks. IEEE J. Sel. Areas Commun. Haitao Wu, Fan Yang, Kun Tan, Jie Chen, Qian Zhang, Zhensheng Zhang
2006	C	`conf`	Distributed cooperative rate adaptation for energy efficiency in IEEE 802.11-based multi-hop networks. QSHINE Kun Wang, Fan Yang, Qian Zhang, Dapeng Oliver Wu, Yinlong Xu
2006	—	`conf`	Impact of Power and Rate Selection on the Throughput of Ad Hoc Networks. ICC Cong Peng, Fan Yang, Qian Zhang, Dapeng Wu, Ming Zhao, Yan Yao
2006	J	`jnl`	LION: Layered Overlay Multicast With Network Coding. IEEE Trans. Multim. Jin Zhao, Fan Yang, Qian Zhang, Zhensheng Zhang, Fuyan Zhang
2006	B	`conf`	Modeling Path Capacity in Multi-hop IEEE 802.11 Networks for QoS Services. MASS Kun Wang, Fan Yang, Qian Zhang, Yinlong Xu, Feng Wang
2006	B	`conf`	On Improving the Throughput of Media Delivery Applications in Heterogeneous Overlay Network. GLOBECOM Jin Zhao, Fan Yang, Qian Zhang, Zhensheng Zhang
2005	—	`conf`	AMTP: a multipath multimedia streaming protocol for mobile ad hoc networks. ICC Kultida Rojviboonchai, Fan Yang, Qian Zhang, Hitoshi Aida, Wenwu Zhu
2005	J	`jnl`	Cross-layer QoS Support for Multimedia Delivery over Wireless Internet. EURASIP J. Adv. Signal Process. Qian Zhang, Fan Yang, Wenwu Zhu
2004	J	`jnl`	End-to-end TCP-friendly streaming protocol and bit allocation for scalable video over wireless Internet. IEEE J. Sel. Areas Commun. Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang
2004	A*	`conf`	Streaming and Bit Allocation for Scalable Video over Mobile Wireless Internet. INFOCOM Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang
2003	A	`conf`	An end-to-end TCP-friendly streaming protocol for multimedia over wireless Internet. ICME Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang