Bingzhe Li

82 papers A* 6A 7B 2C 7Misc 3Journal 36Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations.
CoRR
Dongming Jiang, Yi Li, Songtao Wei, Jinxin Yang, Ayushi Kishore, Alysa Zhao, Dingyi Kang, Xu Hu, Feng Chen, Qiannan Li, Bingzhe Li
2026 J jnl
CoSA: Compressed Sensing-Based Adaptation of Large Language Models.
CoRR
Songtao Wei, Yi Li, Bohan Zhang, Zhichun Guo, Ying Huang, Yuede Ji, Miao Yin, Guanpeng Li, Bingzhe Li
2026 — conf
HALO: A Hierarchical and Adaptive Large Language Model Framework with Centralized Feedback.
HICSS
Yun-Hao Lee, Pouya Taaghol, Hyundong Kim, Gopal Gupta, Bingzhe Li
2026 J jnl
Hippocampus: An Efficient and Scalable Memory Module for Agentic AI.
CoRR
Yi Li, Lianjie Cao, Faraz Ahmed, Puneet Sharma, Bingzhe Li
2026 J jnl
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents.
CoRR
Dongming Jiang, Yi Li, Guanpeng Li, Bingzhe Li
2026 J jnl
Small Updates, Big Doubts: Does Parameter-Efficient Fine-tuning Enhance Hallucination Detection ?
CoRR
Xu Hu, Yifan Zhang, Songtao Wei, Chen Zhao, Qiannan Li, Bingzhe Li, Feng Chen
2026 J jnl
Unifying Logical and Physical Layout Representations via Heterogeneous Graphs for Circuit Congestion Prediction.
CoRR
Runbang Hu, Bo Fang, Bingzhe Li, Yuede Ji
2026 A* conf
VeloxGNN: Efficient Out-of-Core GNN Training with Delayed Gradient Propagation.
HPCA
Yi Li, Tsun-Yu Yang, Zhaoyan Shen, Ming-Chang Yang, Bingzhe Li
2025 A* conf
A Deep Dive into Protocol Design: How to Improve IPFS Performance without Sacrificing Decentralization.
ICDE
Wenbin Zhu, Zhaoyan Shen, Mengying Zhao, Dongxiao Yu, Bingzhe Li
2025 A* conf
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction.
CVPR
Yuanbin Man, Ying Huang, Chengming Zhang, Bingzhe Li, Wei Niu, Miao Yin
2025 J jnl
Advancing Archival Data Storage: The Promises and Challenges of DNA Storage System.
ACM Trans. Storage
Alex Sensintaffar, Yixun Wei, Li Ou, David Du, Bingzhe Li
2025 J jnl
Adversarial Attack Bypass by Stochastic Computing.
IEEE Embed. Syst. Lett.
Faeze S. Banitaba, Sercan Aygun, Mehran Shoushtari Moghadam, Amir Hossein Jalilvand, Bingzhe Li, M. Hassan Najafi
2025 J jnl
Analyzing 16,193 LLM Papers for Fun and Profits.
CoRR
Zhiqiu Xia, Lang Zhu, Bingzhe Li, Feng Chen, Qiannan Li, Chunhua Liao, Feiyi Wang, Hang Liu
2025 J jnl
Managing Hybrid Solid-State Drives Using Large Language Models.
CoRR
Qian Wei, Yi Li, Zehao Chen, Zhaoyan Shen, Dongxiao Yu, Bingzhe Li
2025 A conf
Oasis: An Out-of-core Approximate Graph System via All-Distances Sketches.
FAST
Tsun-Yu Yang, Yi Li, Yizou Chen, Bingzhe Li, Ming-Chang Yang
2025 C conf
Pixel-DNA: Increasing Robustness of Approximate DNA Storage for Images by Using Hierarchical Deduplication.
ICCD
Alex Sensintaffar, David Du, Bingzhe Li
2025 J jnl
Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph.
CoRR
Dingyi Kang, Dongming Jiang, Hanshen Yang, Hang Liu, Bingzhe Li
2025 J jnl
Sparse subset selection algorithm for data with missing entries.
Int. J. Mach. Learn. Cybern.
Xiaobin Zhi, Yongfei Li, Yuqing Qiu, Bingzhe Li
2025 J jnl
The application of artificial intelligence models in predicting the risk of diabetic foot: a multicenter study.
BioData Min.
Yao Li, Siyuan Zhou, Bichen Ren, Shuai Ju, Xiaoyan Li, Wenqiang Li, Bingzhe Li, Yunmin Cai, Chunlei Chang, Lihong Huang, Zhihui Dong
2024 J jnl
A Semantic-Integrated LSM-Tree-Based Key-Value Storage Engine for Blockchain Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Qian Wei, Zehao Chen, Xiaowei Chen, Yuhao Zhang, Xiaojun Cai, Zhiping Jia, Zhaoyan Shen, Yi Wang, Zili Shao, Bingzhe Li
2024 J jnl
ASHL: An Adaptive Multi-Stage Distributed Deep Learning Training Scheme for Heterogeneous Environments.
IEEE Trans. Computers
Zhaoyan Shen, Qingxiang Tang, Tianren Zhou, Yuhao Zhang, Zhiping Jia, Dongxiao Yu, Zhiyong Zhang, Bingzhe Li
2024 J jnl
AdaCM
CoRR
Yuanbin Man, Ying Huang, Chengming Zhang, Bingzhe Li, Wei Niu, Miao Yin
2024 A conf
An Access Pattern-aware Hybrid Learning-based and Conventional Mapping for Solid-State Drives.
ICCAD
Qian Wei, Xiaosu Guo, Jie Wang, Zhaoyan Shen, Dongxiao Yu, Zhiping Jia, Bingzhe Li
2024 — conf
An Encoding Scheme to Enlarge Practical DNA Storage Capacity by Reducing Primer-Payload Collisions.
ASPLOS (2)
Yixun Wei, Bingzhe Li, David H. C. Du
2024 A* conf
Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024.
HPCA
Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li
2024 J jnl
Collision Aware Data Allocation In Multi-tube DNA Storage.
CoRR
Yixun Wei, Bingzhe Li, David Du
2024 — conf
Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing.
ASPLOS (2)
Tsun-Yu Yang, Cale England, Yi Li, Bingzhe Li, Ming-Chang Yang
2024 — conf
Improving the Sustainability of Solid-State Drives by Prolonging Lifetime.
ISVLSI
Zhaokang Ke, Dingyi Kang, Bo Yuan, David Du, Bingzhe Li
2024 J jnl
VL-DNA: Enhance DNA Storage Capacity with Variable Payload (Strand) Lengths.
CoRR
Yixun Wei, Wenlong Wang, Huibing Dong, Bingzhe Li, David Du
2024 J jnl
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training.
CoRR
Yi Li, Zhichun Guo, Guanpeng Li, Bingzhe Li
2023 J jnl
A Multiagent Reinforcement Learning-Assisted Cache Cleaning Scheme for DM-SMR.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhaoyan Shen, Yuhan Yang, Yungang Pan, Yuhao Zhang, Zhiping Jia, Xiaojun Cai, Bingzhe Li, Zili Shao
2023 J jnl
ChainKV: A Semantics-Aware Key-Value Store for Ethereum System.
Proc. ACM Manag. Data
Zehao Chen, Bingzhe Li, Xiaojun Cai, Zhiping Jia, Lei Ju, Zili Shao, Zhaoyan Shen
2023 B conf
DP-DNA: A Digital Pattern-Aware DNA Encoding Scheme to Improve Encoding Density of DNA Storage.
MASCOTS
Bingzhe Li, Li Ou, Bo Yuan, David H. C. Du
2023 J jnl
Hardware-aware neural architecture search for stochastic computing-based neural networks on tiny devices.
J. Syst. Archit.
Yuhong Song, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu, Xiaowei Xu, Bingzhe Li, Lei Yang
2023 C conf
K8sES: Optimizing Kubernetes with Enhanced Storage Service-Level Objectives.
ICCD
Hao Wen, Zhichao Cao, Bingzhe Li, David H. C. Du, Ayman Abouelwafa, Doug Voigt, Shiyong Liu, Jim Diehl, Fenggang Wu
2023 A* conf
Reinforcement Learning-Assisted Management for Convertible SSDs.
DAC
Qian Wei, Yi Li, Zhiping Jia, Mengying Zhao, Zhaoyan Shen, Bingzhe Li
2023 — conf
Scalable Low-Cost Sorting Network with Weighted Bit-Streams.
ISQED
Brady Prince, M. Hassan Najafi, Bingzhe Li
2022 J jnl
A Survey of Blockchain Data Management Systems.
ACM Trans. Embed. Comput. Syst.
Qian Wei, Bingzhe Li, Wanli Chang, Zhiping Jia, Zhaoyan Shen, Zili Shao
2022 — conf
BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML.
ASP-DAC
Yuhong Song, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu, Yongzhuo Zhang, Bingzhe Li, Lei Yang
2022 J jnl
DNA Storage: A Promising Large Scale Archival Storage?
CoRR
Yixun Wei, Bingzhe Li, David H. C. Du
2022 C conf
HL-DNA: A Hybrid Lossy/Lossless Encoding Scheme to Enhance DNA Storage Density and Robustness for Images.
ICCD
Yi Li, David H. C. Du, Li Ou, Bingzhe Li
2022 — conf
Machine Learning-based Adaptive Migration Algorithm for Hybrid Storage Systems.
NAS
Milan M. Shetti, Bingzhe Li, David H. C. Du
2022 A conf
Re-LSM: A ReRAM-Based Processing-in-Memory Framework for LSM-Based Key-Value Store.
ICCAD
Qian Wei, Zhaoyan Shen, Yiheng Tong, Zhiping Jia, Lei Ju, Jiezhi Chen, Bingzhe Li
2022 Misc conf
Work-in-Progress: ExpCache: Online-Learning based Cache Replacement Policy for Non-Volatile Memory.
CASES
Jinfeng Yang, Bingzhe Li, Jianjun Yuan, Zhaoyan Shen, Hung-Chang Du, David J. Lilja
2021 J jnl
A Survey of Blockchain Data Management Systems.
CoRR
Qian Wei, Bingzhe Li, Wanli Chang, Zhiping Jia, Zhaoyan Shen, Zili Shao
2021 J jnl
BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML.
CoRR
Yuhong Song, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu, Yongzhuo Zhang, Bingzhe Li, Lei Yang
2021 C conf
Block-LSM: An Ether-aware Block-ordered LSM-tree based Key-Value Storage Engine.
ICCD
Zehao Chen, Bingzhe Li, Xiaojun Cai, Zhiping Jia, Zhaoyan Shen, Yi Wang, Zili Shao
2021 J jnl
DP-DNA: A Digital Pattern-Aware DNA Storage System to Improve Encoding Density.
CoRR
Bingzhe Li, Li Ou, David H. C. Du
2021 — conf
E-VM: An Elastic Virtual Machine Scheduling Algorithm to Minimize the Total Cost of Ownership in a Hybrid Cloud.
ISPA/BDCloud/SocialCom/SustainCom
Milan M. Shetti, Bingzhe Li, David H. C. Du
2021 C conf
EFM: Elastic Flash Management to Enhance Performance of Hybrid Flash Memory.
ICCD
Bingzhe Li, Bo Yuan, David Du
2021 J jnl
FluidSMR: Adaptive Management for Hybrid SMR Drives.
ACM Trans. Storage
Fenggang Wu, Bingzhe Li, David H. C. Du
2021 J jnl
H-PS: A Heterogeneous-Aware Parameter Server With Distributed Neural Network Training.
IEEE Access
Lintao Xian, Bingzhe Li, Jing Liu, Zhongwen Guo, David H. C. Du
2021 Misc conf
HeuristicDB: a hybrid storage database system using a non-volatile memory block device.
SYSTOR
Jinfeng Yang, Bingzhe Li, David J. Lilja
2021 Misc conf
IMG-DNA: approximate DNA storage for images.
SYSTOR
Bingzhe Li, Li Ou, David Du
2021 J jnl
Image-based Approximate DNA Storage System.
CoRR
Bingzhe Li, Li Ou, David H. C. Du
2021 A* conf
Reinforcement Learning-Assisted Cache Cleaning to Mitigate Long-Tail Latency in DM-SMR.
DAC
Yungang Pan, Zhiping Jia, Zhaoyan Shen, Bingzhe Li, Wanli Chang, Zili Shao
2021 J jnl
Simultaneously estimating surface soil moisture and roughness of bare soils by combining optical and radar data.
Int. J. Appl. Earth Obs. Geoinformation
Xingming Zheng, Zhuangzhuang Feng, Lei Li, Bingzhe Li, Tao Jiang, Xiaojie Li, Xiaofeng Li, Si Chen
2021 J jnl
TrackLace: Data Management for Interlaced Magnetic Recording.
IEEE Trans. Computers
Fenggang Wu, Bingzhe Li, Baoquan Zhang, Zhichao Cao, Jim Diehl, Hao Wen, David H. C. Du
2021 C conf
WAS-Deletion: Workload-Aware Secure Deletion Scheme for Solid-State Drives.
ICCD
Bingzhe Li, David Du
2020 — conf
Can We Store the Whole World's Data in DNA Storage?
HotStorage
Bingzhe Li, Nae Young Song, Li Ou, David H. C. Du
2020 J jnl
Exploring Performance Characteristics of the Optane 3D Xpoint Storage Technology.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Jinfeng Yang, Bingzhe Li, David J. Lilja
2019 — conf
Accelerating Deterministic Bit-Stream Computing with Resolution Splitting.
ISQED
M. Hassan Najafi, S. Rasoul Faraji, Bingzhe Li, David J. Lilja, Kia Bazargan
2019 A conf
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing.
DATE
S. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan
2019 A conf
HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management.
ICCAD
Bingzhe Li, Chunhua Deng, Jinfeng Yang, David J. Lilja, Bo Yuan, David H. C. Du
2019 — conf
Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural Networks.
ACM Great Lakes Symposium on VLSI
Bingzhe Li, Jiaxi Hu, M. Hassan Najafi, Steven J. Koester, David J. Lilja
2019 J jnl
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks.
ACM J. Emerg. Technol. Comput. Syst.
Bingzhe Li, M. Hassan Najafi, David J. Lilja
2019 J jnl
NetStorage: A synchronized trace-driven replayer for network-storage system evaluation.
Perform. Evaluation
Bingzhe Li, Hao Wen, Farnaz Toussi, Clark Anderson, Bernard A. King-Smith, David J. Lilja, David H. C. Du
2019 J jnl
Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic Multiplier.
ACM J. Emerg. Technol. Comput. Syst.
Bingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja
2019 A conf
Sliding Look-Back Window Assisted Data Chunk Rewriting for Improving Deduplication Restore Performance.
FAST
Zhichao Cao, Shiyong Liu, Fenggang Wu, Guohua Wang, Bingzhe Li, David H. C. Du
2019 — conf
TASecure: Temperature-Aware Secure Deletion Scheme for Solid State Drives.
ACM Great Lakes Symposium on VLSI
Bingzhe Li, David H. C. Du
2019 — conf
ZoneAlloy: Elastic Data and Space Management for Hybrid SMR Drives.
HotStorage
Fenggang Wu, Bingzhe Li, Zhichao Cao, Baoquan Zhang, Ming-Hong Yang, Hao Wen, David H. C. Du
2018 — conf
Data Management Design for Interlaced Magnetic Recording.
HotStorage
Fenggang Wu, Baoquan Zhang, Zhichao Cao, Hao Wen, Bingzhe Li, Jim Diehl, Guohua Wang, David H. C. Du
2018 — conf
Enhancing the Ensemble of Exemplar-SVMs for Binary Classification Using Concurrent Selection and Ensemble Learning.
UEMCON
Yaobin Qin, Bingzhe Li, David J. Lilja
2018 — conf
Quantized neural networks with new stochastic multipliers.
ISQED
Bingzhe Li, M. Hassan Najafi, Bo Yuan, David J. Lilja
2018 — conf
Tier-Code: An XOR-Based RAID-6 Code with Improved Write and Degraded-Mode Read Performance.
NAS
Bingzhe Li, Meng Yang, Soheil Mohajer, Weikang Qian, David J. Lilja
2018 — conf
Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic Computing.
ISVLSI
Meng Yang, Bingzhe Li, David J. Lilja, Bo Yuan, Weikang Qian
2017 B conf
Kinetic Action: Performance Analysis of Integrated Key-Value Storage Devices vs. LevelDB Servers.
ICPADS
Manas Minglani, Jim Diehl, Xiang Cao, Bingzhe Li, Dongchul Park, David J. Lilja, David H. C. Du
2017 C conf
Neural Network Classifiers Using Stochastic Computing with a Hardware-Oriented Approximate Activation Function.
ICCD
Bingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja
2017 — conf
TraceRAR: An I/O Performance Evaluation Tool for Replaying, Analyzing, and Regenerating Traces.
NAS
Bingzhe Li, Farnaz Toussi, Clark Anderson, David J. Lilja, David H. C. Du
2016 — conf
Ps-Code: A New Code for Improved Degraded Mode Read and Write Performance of RAID Systems.
NAS
Bingzhe Li, Manas Minglani, David J. Lilja
2016 A conf
Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier.
FPGA
Bingzhe Li, M. Hassan Najafi, David J. Lilja
2015 — conf
An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams.
ASAP
Bingzhe Li, M. Hassan Najafi, David J. Lilja