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2020 – today
- 2026
[i7]Yinghao Tang, Xueding Liu, Boyuan Zhang, Tingfeng Lan, Yupeng Xie, Jiale Lao, Yiyao Wang, Haoxuan Li, Tingting Gao, Bo Pan, Luoxuan Weng, Xiuqi Huang, Minfeng Zhu, Yingchaojie Feng, Yuyu Luo, Wei Chen:
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation. CoRR abs/2601.04498 (2026)- 2025
- [j2]Zhengmao Ye, Dengchun Li, Zetao Hu, Tingfeng Lan, Jian Sha, Shicong Zhang, Lei Duan, Jie Zuo, Hui Lu, Yuanchun Zhou, Mingjie Tang:
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs. Proc. VLDB Endow. 18(6): 1948-1961 (2025) - [i6]Minchen Yu, Rui Yang, Chaobo Jia, Zhaoyuan Su, Sheng Yao, Tingfeng Lan, Yuchen Yang, Yue Cheng, Wei Wang, Ao Wang, Ruichuan Chen:
λScale: Enabling Fast Scaling for Serverless Large Language Model Inference. CoRR abs/2502.09922 (2025) - [i5]Zirui Wang, Tingfeng Lan, Zhaoyuan Su, Juncheng Yang, Yue Cheng:
Towards Efficient LLM Storage Reduction via Tensor Deduplication and Delta Compression. CoRR abs/2505.06252 (2025) - [i4]Tingfeng Lan, Yusen Wu, Bin Ma, Zhaoyuan Su, Rui Yang, Tekin Bicer, Dong Li, Yue Cheng:
ZenFlow: Enabling Stall-Free Offloading Training via Asynchronous Updates. CoRR abs/2505.12242 (2025) - [i3]Yinghao Tang, Tingfeng Lan, Xiuqi Huang, Hui Lu, Wei Chen:
SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference. CoRR abs/2505.23022 (2025) - [i2]Zhaoyuan Su, Tingfeng Lan, Zirui Wang, Juncheng Yang, Yue Cheng:
Efficient and Workload-Aware LLM Serving via Runtime Layer Swapping and KV Cache Resizing. CoRR abs/2506.02006 (2025) - 2024
- [j1]Qinlong Wang, Tingfeng Lan, Yinghao Tang, Bo Sang, Ziling Huang, Yiheng Du, Haitao Zhang, Jian Sha, Hui Lu, Yuanchun Zhou, Ke Zhang, Mingjie Tang:
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud. Proc. VLDB Endow. 17(12): 4130-4144 (2024) - 2023
- [i1]Zhengmao Ye, Dengchun Li, Jingqi Tian, Tingfeng Lan, Jie Zuo, Lei Duan, Hui Lu, Yexi Jiang, Jian Sha, Ke Zhang, Mingjie Tang:
ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU. CoRR abs/2312.02515 (2023)
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