Converging Human Knowledge for Opinion Mining. - Jiacheng Liu 001; Feilong Tang; Long Chen 025; Liang Qiao 001; Yanqin Yang; Wenchao Xu 002 (IMIS, 2017)

Feedback Based High-Quality Task Assignment in Collaborative Crowdsourcing. - Liang Qiao 001; Feilong Tang; Jiacheng Liu 001 (AINA, 2018)

Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era. - Xiaofeng Hou; Jiacheng Liu 001; Chao Li 009; Minyi Guo (ICPP, 2019)

Fine-Grained Machine Teaching with Attention Modeling. - Jiacheng Liu 001; Xiaofeng Hou; Feilong Tang (AAAI, 2020)

ANT-man: towards agile power management in the microservice era. - Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Lu Zhang 049; Yang Hu 001; Minyi Guo (SC, 2020)

Semantic-Based Heterogeneous Controller Collaboration for Space-Terrestrial Integrated Networks. - Yaru Bao; Feilong Tang; Xu Li 012; Long Chen 025; Jiacheng Liu 001; Yanqin Yang; Wenchao Xu 002; Lijun Cao; Ping Han (HPCC/DSS/SmartCity/DependSys, 2021)

Truth Inference with Bipartite Attention Graph Neural Network from a Comprehensive View. - Jiacheng Liu 001; Feilong Tang; Jielong Huang (ICME, 2021)

AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. - Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Lu Zhang 049; Shaolei Ren; Jingwen Leng; Quan Chen 002; Minyi Guo (IPDPS, 2021)

AUTO: Adaptive Congestion Control Based on Multi-Objective Reinforcement Learning for the Satellite-Ground Integrated Network. - Xu Li 012; Feilong Tang; Jiacheng Liu 001; Laurence T. Yang; Luoyi Fu; Long Chen 025 (USENIX ATC, 2021)

DataCLUE: A Benchmark Suite for Data-centric NLP. - Liang Xu 011; Jiacheng Liu 001; Xiang Pan 001; Xiaojing Lu; Xiaofeng Hou (CoRR, 2021)

Exploiting predicted answer in label aggregation to make better use of the crowd wisdom. - Jiacheng Liu 001; Feilong Tang; Long Chen 025; Yanmin Zhu 006 (Inf. Sci., 2021)

Load-Adaptive and Energy-Efficient Topology Control in LEO Mega-Constellation Networks. - Long Chen 025; Feilong Tang; Linghe Kong; Rui Li 020; Zhi Hou; Jiacheng Liu 001; Xu Li 012; Song Guo 001 (GLOBECOM, 2022)

Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs. - Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Xuehan Tang; Lingyu Sun; Chao Li 009; Kwang-Ting Cheng (IEEE Comput. Archit. Lett., 2022)

Analyzing the Hardware-Software Implications of Multi-modal DNN Workloads using MMBench. - Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Xuehan Tang; Linyu Sun; Chao Li 009; Kwang-Ting Cheng (CoRR, 2022)

WeAnimate: Motion-coherent animation generation from video data. - Huanghao Yin; Jiacheng Liu 001; Xiaohong Chen; Guoqiang Li 001 (Multim. Tools Appl., 2022)

Processing-While-Transmitting: Cost-Minimized Transmission in SDN-Based STINs. - Xu Li 012; Feilong Tang; Yanmin Zhu 006; Luoyi Fu; Jiadi Yu; Long Chen 025; Jiacheng Liu 001 (IEEE/ACM Trans. Netw., 2022)

Label Aggregation with Self-Supervision Enhanced Graph Transformer. - Jiacheng Liu 001; Feilong Tang; Xiaofeng Hou (ECAI, 2023)

MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. - Xiaofeng Hou; Jiacheng Liu 001; Xuehan Tang; Chao Li 009; Kwang-Ting Cheng; Li Li 012; Minyi Guo (Euro-Par, 2023)

Reinforcement Learning Based Control Domain Division in LEO Satellite Networks. - Feilong Tang; Xue Li; Long Chen 025; Jiacheng Liu 001; Ming Gao 001; Yanqin Yang; Wenchao Xu 002; Heteng Zhang (HPCC/DSS/SmartCity/DependSys, 2023)

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. - Cheng Xu; Xiaofeng Hou; Jiacheng Liu 001; Chao Li 009; Tianhao Huang; Xiaozhi Zhu; Mo Niu; Lingyu Sun; Peng Tang; Tongqiao Xu; Kwang-Ting Cheng; Minyi Guo (IISWC, 2023)

Architecting Efficient Multi-modal AIoT Systems. - Xiaofeng Hou; Jiacheng Liu 001; Xuehan Tang; Chao Li 009; Jia Chen; Luhong Liang; Kwang-Ting Cheng; Minyi Guo (ISCA, 2023)

EAGLE: Heterogeneous GNN-based Network Performance Analysis. - Jiacheng Liu 001; Feilong Tang; Long Chen 025; Xu Li 012; Jiadi Yu; Yanmin Zhu 006; Yichuan Yu; Yanqin Yang (IWQoS, 2023)

SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. - Xiaofeng Hou; Peng Tang; Chao Li 009; Jiacheng Liu 001; Cheng Xu; Kwang-Ting Cheng; Minyi Guo (RTSS, 2023)

Optimized Controller Provisioning in Software-Defined LEO Satellite Networks. - Xu Li 012; Feilong Tang; Luoyi Fu; Jiadi Yu; Long Chen 025; Jiacheng Liu 001; Yanmin Zhu 006; Laurence T. Yang (IEEE Trans. Mob. Comput., 2023)

Delay-Optimal Cooperation Transmission in Remote Sensing Satellite Networks. - Long Chen 025; Feilong Tang; Xu Li 012; Jiacheng Liu 001; Yanqin Yang; Jiadi Yu; Yanmin Zhu 006 (IEEE Trans. Mob. Comput., 2023)

INFER: Distilling knowledge from human-generated rules with uncertainty for STINs. - Jiacheng Liu 001; Feilong Tang; Yanmin Zhu 006; Jiadi Yu; Long Chen 025; Ming Gao 001 (Inf. Sci., 2023)

LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters. - Jiacheng Liu 001; Peng Tang; Xiaofeng Hou; Chao Li 009; Pheng-Ann Heng (EMNLP (Findings), 2024)

Graph Contrastive Learning for Truth Inference. - Hao Liu 085; Jiacheng Liu 001; Feilong Tang; Peng Li 017; Long Chen 025; Jiadi Yu; Yanmin Zhu 006; Min Gao; Yanqin Yang; Xiaofeng Hou (ICDE, 2024)

M2SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications. - Yifei Pu; Chi Wang; Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Jing Wang 055; Minyi Guo; Chao Li 009 (ICME, 2024)

A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. - Xiaofeng Hou; Tongqiao Xu; Chao Li 009; Cheng Xu; Jiacheng Liu 001; Yang Hu 001; Jieru Zhao; Jingwen Leng; Kwang-Ting Cheng; Minyi Guo (ISCA, 2024)

MobiShare: Efficient Decentralized Data Sharing for Mobile Devices. - Long Chen 025; Feilong Tang; Xu Li 012; Jiacheng Liu 001; Yichuan Yu; Yanqin Yang; Jie Liu; Wenchao Xu 002; Han Yu; Hengzhi Wang (IWQoS, 2024)

HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference. - Peng Tang; Jiacheng Liu 001; Xiaofeng Hou; Yifei Pu; Jing Wang 055; Pheng-Ann Heng; Chao Li 009; Minyi Guo (CoRR, 2024)

A Survey on Inference Optimization Techniques for Mixture of Experts Models. - Jiacheng Liu 001; Peng Tang; Wenfeng Wang; Yuhang Ren; Xiaofeng Hou; Pheng-Ann Heng; Minyi Guo; Chao Li 009 (CoRR, 2024)

Adaptive Network Management Service Based on Control Relation Graph for Software-Defined LEO Satellite Networks in 6G. - Long Chen 025; Feilong Tang; Xu Li 012; Jiacheng Liu 001; Yanmin Zhu 006; Jiadi Yu (IEEE Trans. Serv. Comput., 2024)

Time-Varying Resource Graph Based Processing on the Way for Space-Terrestrial Integrated Vehicle Networks. - Long Chen 025; Feilong Tang; Jiacheng Liu 001; Xu Li 012; Yanmin Zhu 006; Jiadi Yu; Laurence T. Yang; Zhetao Li; Bin Yao 002; Yichuan Yu (IEEE Trans. Mob. Comput., 2024)

Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse. - Jiacheng Liu 001; Feilong Tang; Zhijian Zheng; Hao Liu 085; Xiaofeng Hou; Long Chen 025; Ming Gao 001; Jiadi Yu; Yanmin Zhu 006 (IEEE J. Sel. Areas Commun., 2024)

WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. - Xiaofeng Hou; Xuehan Tang; Jiacheng Liu 001; Chao Li 009; Luhong Liang; Kwang-Ting Cheng (IEEE Trans. Parallel Distributed Syst., 2024)

A2: Towards Accelerator Level Parallelism for Autonomous Micromobility Systems. - Lingyu Sun; Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Xinkai Wang 003; Quan Chen 002; Minyi Guo (ACM Trans. Archit. Code Optim., 2024)

SpaceExit: Enabling Efficient Adaptive Computing in Space with Early Exits. - Jiacheng Liu 001; Xiaozhi Zhu; Tongqiao Xu; Xiaofeng Hou; Chao Li 009 (USENIX ATC, 2025)

MMBypass: Towards efficient multi-modal AI computing with adaptive bypass network. - Yifei Pu; Xinfeng Xia; Xiaofeng Hou; Chi Wang; Cheng Xu; Jiacheng Liu 001; Jing Wang 055; Minyi Guo; Jingling Yuan; Chao Li 009 (J. Parallel Distributed Comput., 2025)

An Adaptive and Interpretable Congestion Control Service Based on Multi-Objective Reinforcement Learning. - Jiacheng Liu 001; Xu Li 012; Feilong Tang; Peng Li 017; Long Chen 025; Jiadi Yu; Yanmin Zhu 006; Pheng-Ann Heng; Laurence T. Yang (IEEE Trans. Serv. Comput., 2025)

Improving Efficiency in Multi-Modal Autonomous Embedded Systems Through Adaptive Gating. - Xiaofeng Hou; Cheng Xu; Chao Li 009; Jiacheng Liu 001; Xuehan Tang; Kwang-Ting Cheng; Minyi Guo (IEEE Trans. Computers, 2025)