# represents corresponding author and * represents co-first authors
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management
Qianli Liu, Zicong Hong#, Peng Li, Fahao Chen, and Song Guo
IEEE International Conference on Computer Communications
(
INFOCOM
)
D2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving
Haodong Wang, Qihua Zhou, Zicong Hong#, and Song Guo
Annual International Conference On Mobile Computing And Networking
(
MOBICOM
)
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, and Zicong Hong
International Conference on Machine Learning
(
ICML
)
Front-running Attack in Distributed Sharded Ledgers and Fair Cross-shard Consensus
Jianting Zhang, Wuhui Chen, Sifu Luo, Tiantian Gong, Zicong Hong, Aniket Kate
The Network and Distributed System Security Symposium
(
NDSS
)
Poisoning Attack on Federated Knowledge Graph Embedding
Enyuan Zhou, Song Guo, Zhixiu Ma, Zicong Hong#, Tao Guo and Peiran Dong
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs
Enyuan Zhou, Song Guo, Zicong Hong, Christian S Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, and Qingqi Pei
International Conference on Very Large Data Bases
(
VLDB
)
Porygon: Scaling Blockchain via 3D Parallelism
Wuhui Chen, Ding Xia, Zhongteng Cai, Hong-Ning Dai, Jianting Zhang, Zicong Hong, Junyuan Liang, and Zibin Zheng
The IEEE International Conference on Data Engineering
(
ICDE
)
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
Peiran Dong, Bingjie Wang, Song Guo, Junxiao Wang, Jie Zhang, Zicong Hong, and Xiao-Ming Wu
Optimus: Warming Serverless ML Inference via Inter-Function Model Transformation
Zicong Hong*, Jian Lin*, Song Guo, Sifu Luo, Wuhui Chen, Roger Wattenhofer, and Yue Yu
European Conference on Computer Systems
(
EUROSYS
)
OTAS: An Elastic Transformer Serving System via Token Adaptation
Jinyu Chen, Wenchao Xu, Zicong Hong#, Song Guo, Haozhao Wang, Jie Zhang and Deze Zeng
IEEE International Conference on Computer Communications
(
INFOCOM
)
Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering
Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Wuhui Chen, Jinwen Liang, Jie Zhang, and Albert Zomaya
IEEE International Conference on Computer Communications
(
INFOCOM
)
GriDB: Scaling Blockchain Database via Sharding & Off-Chain Cross-Shard Mechanism
Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Zomaya
International Conference on Very Large Data Bases
(
VLDB
)
Proactive Look-Ahead Control of Transaction Flows for High-Throughput Payment Channel Network
Wuhui Chen, Xiaoyu Qiu, Zicong Hong, Zibin Zheng, Hong-Ning Dai, Jianting Zhang
ACM Symposium on Cloud Computing
(
SoCC
)
Sustainable Federated Learning with Long-term Online VCG Auction Mechanism
Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufen Zhan, and Wenchao Xu
International Conference on Distributed Computing Systems
(
ICDCS
)
CYCLE: Sustainable Off-Chain Payment Channel Network with Asynchronous Rebalancing
Zicong Hong, Song Guo, Rui Zhang, Peng Li, Yufeng Zhan, and Wuhui Chen
IEEE/IFIP International Conference on Dependable Systems and Networks
(
DSN
)
Incentive-Driven Long-term Optimization for Edge Learning by Hierarchical Reinforcement Mechanism
Yi Liu, Leijie Wu, Yufeng Zhan, Song Guo, and Zicong Hong
International Conference on Distributed Computing Systems
(
ICDCS
)
Distributed resource allocation for NOMA-based mobile edge computing with content caching
Zhen Zhang, Qingqing Li, Wuhui Chen, and Zicong Hong
IEEE Wireless Communications & Networking Conf. Workshops
(
WCNCW
)
Pyramid: A Layered Sharding Blockchain System
Zicong Hong, Song Guo, Peng Li, and Wuhui Chen
IEEE International Conference on Computer Communications
(
INFOCOM
)
Smart contract-based hierarchical auction mechanism for edge computing in blockchain-empowered IoT
Hui Lin, Zetao Yang, Zicong Hong, Shenghui Li, and Wuhui Chen
IEEE 21st International Symposium on A World of Wireless, Mobile and Multimedia Networks
(
WOWMOM
)
SkyChain: A Deep Reinforcement Learning-Empowered Dynamic Sharding Blockchain System
Jianting Zhang*, Zicong Hong*, Yufen Zhan, Song Guo, and Wuhui Chen
International Conference on Parallel Processing
(
ICPP
)
Qora: Neural-Enhanced Interference-Aware Resource Provisioning for Serverless Computing
Ruifeng Ma, Yufeng Zhan, Chuge Wu, Zicong Hong, Yasir Ali, and Yuanqing Xia
IEEE Transactions on Automation Science and Engineering
(
ASE
)
MoltDB: Accelerating Blockchain via Ancient State Segregation
Junyuan Liang, Wuhui Chen, Zicong Hong, Haogang Zhu, Wangjie Qiu, Zibin Zheng
IEEE Transactions on Parallel and Distributed Systems
(
TPDS
)
Chiron: A Robustness-Aware Incentive Scheme for Edge Learning Via Hierarchical Reinforcement Learning
Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, and Qihua Zhou
IEEE Transactions on Mobile Computing
(
TMC
)
Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning
Jie Zhang, Song Guo, Xiaosong Ma, Wenchao Xu, Qihua Zhou, Jingcai Guo, Zicong Hong, and Jun Shan
IEEE Transactions on Mobile Computing
(
TMC
)
AoI-aware service provisioning in edge computing for digital twin network slicing requests
Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zicong Hong, Zichuan Xu, Wenzheng Xu, and Bin Xiao
IEEE Transactions on Mobile Computing
(
TMC
)
Training and Serving System of Foundation Models: A Comprehensive Survey
Jiahang Zhou, Yanyu Chen, Zicong Hong, Wuhui Chen, Yue Yu, Tao Zhang, Hui Wang, Chuanfu Zhang, and Zibin Zheng
IEEE Open Journal of the Computer Society
(
OJCS
)
Efficient Execution of Arbitrarily Complex Cross-shard Contracts for Blockchain Sharding
Jianting Zhang, Wuhui Chen, Zicong Hong, Gang Xiao, Linlin Du, and Zibin Zheng
IEEE Transactions on Computers
(
TC
)
Collaborative Neural Architecture Search for Personalized Federated Learning
Yi Liu, Song Guo, Jie Zhang, Zicong Hong, Yufeng Zhan, and Qihua Zhou
IEEE Transactions on Computers
(
TC
)
SPARROW: Expediting Smart Contract Execution for Blockchain Sharding via Inter-shard Caching
Junyuan Liang, Peiyuan Yao, Wuhui Chen, Zicong Hong, Jianting Zhang, Ting Cai, Min Sun, and Zibin Zheng
IEEE Transactions on Parallel and Distributed Systems
(
TPDS
)
Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting
Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, and Yufeng Zhan
IEEE Transactions on Mobile Computing
(
TMC
)
MSTDB: A Hybrid Storage-empowered Scalable Semantic Blockchain Database
Enyuan Zhou, Zicong Hong, Yang Xiao, Dongxiao Zhao, Qingqi Pei, Song Guo, Rajendra Akerkar
IEEE Transactions on Knowledge and Data Engineering
(
TKDE
)
Benzene: Scaling Blockchain with Cooperation-Based Sharding
Zhongteng Cai, Junyuan Liang, Wuhui Chen, Zicong Hong, Jianting Zhang, Hong-Ning Dai, and Zibin Zheng
IEEE Transactions on Parallel and Distributed Systems
(
TPDS
)
Intelligence-Endogenous Management Platform for Computing and Network Convergence
Zicong Hong Xiaoyu Qiu, Jian Lin, Wuhui Chen, Yue Yu, Hui Wang, Song Guo, and Wen Gao
Federated Unlearning: Guarantee the Right of Clients to Forget
Leijie Wu, Song Guo, Junxiao Wang, Zicong Hong, Jie Zhang, and Yaohong Ding
Scaling Blockchain via Layered Sharding
Zicong Hong, Song Guo, and Peng Li
IEEE Journal on Selected Areas in Communications
(
JSAC
)
A Survey of Incentive Mechanism Design for Federated Learning
Yufeng Zhan, Jie Zhang, Zicong Hong, Leijie Wu, Peng Li, and Song Guo
IEEE Transactions on Emerging Topics in Computing
(
TETC
)
SocialChain: Decoupling Social Data and Applications to Return Your Data Ownership
Ting Cai, Zicong Hong, Shuo Liu, Wuhui Chen, Zibin Zheng, and Yang Yu
IEEE Transactions on Services Computing
(
TSC
)
Hierarchical Pricing Mechanism with Financial Stability for Decentralized Crowdsourcing: A Smart Contract Approach
Weikun Zhang, Zicong Hong, and Wuhui Chen
IEEE Internet of Things Journal
(
IOTJ
)
Joint Computation Offloading and Coin Loaning for Blockchain-Empowered Mobile-Edge Computing
Zhen Zhang, Zicong Hong, Wuhui Chen, Zibin Zheng, and Xu Chen
IEEE Internet of Things Journal
(
IOTJ
)
Cooperative and Distributed Computation Offloading for Blockchain-Empowered Industrial Internet of Things
Wuhui Chen, Zhen Zhang, Zicong Hong, Chuan Chen, Jiajing Wu, Sabita Maharjan, Zibin Zheng, and Yan Zhang
IEEE Internet of Things Journal
(
IOTJ
)
Online Deep Reinforcement Learning for Computation Offloading in Blockchain-Empowered Mobile Edge Computing
Xiaoyu Qiu, Luobin Liu, Wuhui Chen, Zicong Hong, Zibin Zheng
IEEE Transactions on Vehicular Technology
(
TVT
)
QoS-Aware Cooperative Computation Offloading for Robot Swarms in Cloud Robotics
Zicong Hong, Huawei Huang, Song Guo, Wuhui Chen, and Zibin Zheng
IEEE Transactions on Vehicular Technology
(
TVT
)
Multi-hop Cooperative Computation Offloading for Industrial IoT-Edge-Cloud Computing Environments
Zicong Hong, Wuhui Chen, Huawei Huang, Song Guo, Zibin Zheng
IEEE Transactions on Parallel and Distributed Systems
(
TPDS
)
