About me
I am now a fourth-year Ph.D. candidate at the School of Computer Science and Technology, Huazhong University of Science and Technology (2022-present). I am advised by Prof. Haikun Liu. I enjoy working in CGCL lab. My research interests focus on Large-scale Vector Search System, Computational Storage, and CXL. In particular, my research objective is to thoroughly explore advanced computing and storage architectures to realize the high-performance, large-scale vector search system.
Email: tbing (at) hust (dot) edu (dot) cn
Publication Lists
[In Preprint.] Yuhang Tang-, Bing Tian-, Haikun Liu, Zhuohui Duan, Shuhao Zhang, Fubing Mao, Xiaofei Liao. “TierANNS: Fast and Cost-Efficient Approximate Nearest Neighbor Search for Billion-Scale Vectors”. arXiv:2510.
(- Equal Contribution)
[SIGMOD 2026] Yang Xiao, Mo Sun, Ziyu Song, Bing Tian, Jie Zhang, Jie Sun, Zeke Wang. “Breaking the Storage-Compute Bottleneck in Billion-Scale ANNS: A GPU-Driven Asynchronous I/O Framework”. ACM SIGMOD International Conference on Management of Data (SIGMOD), 2026 (CCF A, Top-Tier Conference in Database System)
[ACM TOS] Haikun Liu, Bing Tian, Zhuohui Duan, Xiaofei Liao, Yu Zhang. “A SmartSSD-based Near Data Processing Architecture for Scalable Billion-point Approximate Nearest Neighbor Search”. ACM Transactions on Storage, 2025.
(CCF A, Top-Tier Journal in Storage System)
[FAST] Bing Tian, Haikun Liu, Yuhang Tang, Shihai Xiao, Zhuohui Duan, Xiaofei Liao, Hai Jin, Junhua Zhu, Xuecang Zhang, Yu Zhang. “Towards High-throughput and Low-latency Billion-scale Vector Search via CPU/GPU Collaborative Filtering and Re-ranking”. In 23rd USENIX Conference on File and Storage Technologies (FAST), Santa Clara, California, USA, February 25-27, 2025.
(CCF A, Top-Tier Conference in Storage System)
[USENIX ATC] Bing Tian, Haikun Liu, Zhuohui Duan, Xiaofei Liao, Hai Jin, Yu Zhang. “Scalable Billion-point Approximate Nearest Neighbor Search Using SmartSSDs”. In 2024 USENIX Annual Technical Conference (USENIX ATC), Santa Clara, California, USA, July 10-12, 2024.
(CCF A, Top-Tier Conference in Computer System)
Interns
- [2023.09 - Present] 2012 Laboratory of Huawei, Researcher of Vector Search.
Invited Talks
- CPU-GPU Collaborative Vector Search at Ant Group(May-8,2025); Huawei ChaSpark(May-29,2025)
- Vector Search using SmartSSD at Datawhale(April-8,2023); NeuHelium(May-17,2023)
Honors and Awards
- 2025 National Scholarship
- 2024 Guotai Junan Scholarship
- 2023 ZhiXing Excellent Graduate Scholarship
- 2021 Finalist for the Outstanding Winner Award in the Mathematical Contest in Modeling (MCM)
- 2020 National Scholarship