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Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11
作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
Exploring news intent and its application: A theory-driven approach 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2025, 卷号: 62, 期号: 6, 页码: 19
作者:  Wang, Zhengjia;  Wang, Danding;  Sheng, Qiang;  Cao, Juan;  Ma, Siyuan;  Cheng, Haonan
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Intent mining  News media  Social computing  
Retriever-generator-verification: A novel approach to enhancing factual coherence in open-domain question answering 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2025, 卷号: 62, 期号: 4, 页码: 16
作者:  Sun, Shiqi;  Zhang, Kun;  Li, Jingyuan;  Yu, Min;  Hou, Kun;  Wang, Yuanzhuo;  Cheng, Xueqi
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Question answering  Large language model  Information retrieval  In-context learning  
SLVS: A Self-Learning Approach to Achieve Near-Second Low-Latency Video Streaming Under Highly Variable Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 6, 页码: 5189-5201
作者:  Zhang, Guanghui;  Liu, Ke;  Xiao, Mengbai;  Wang, Bingshu;  Yu, Dongxiao;  Cheng, Xiuzhen
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Streaming media  Bit rate  Logic  Throughput  Low latency communication  Heuristic algorithms  Bandwidth  Video recording  Quality assessment  TCP  Live video streaming  adaptive streaming  Quality-of-Experience (QoE)  
Causal Analysis and Risk Assessment for Batch Crowdsourcing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 6, 页码: 5312-5323
作者:  Chao, Ke;  Wang, Shengling;  Shi, Hongwei;  Huang, Jianhui;  Cheng, Xiuzhen
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Crowdsourcing  Collaboration  Mobile computing  Sensors  Scalability  Resource management  Prevention and mitigation  Multitasking  Costs  Correlation  causal inference  risk assessment  
LitTLS: Lightweight Thread-Level Speculation on Little Cores 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Cheng, Xin;  Ye, Jinpeng;  Deng, Haoyu;  Zhang, Tingting;  Liu, Tianyi;  Wang, Jian
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Thread-level speculation  parallel computing  heterogeneous multicore  
Central Feature Network Enables Accurate Detection of Both Small and Large Particles in Cryo-Electron Tomography 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 页码: 13
作者:  Wang, Yao-Yu;  Wan, Xiao-Hua;  Chen, Cheng;  Zhang, Fa;  Cui, Xue-Feng
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
particle detection  cryo-electron tomography  pattern recognition  deep learning  
Relative importance sampling for off-policy actor-critic in deep reinforcement learning 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 17
作者:  Humayoo, Mahammad;  Zheng, Gengzhong;  Dong, Xiaoqing;  Miao, Liming;  Qiu, Shuwei;  Zhou, Zexun;  Wang, Peitao;  Ullah, Zakir;  Junejo, Naveed Ur Rehman;  Cheng, Xueqi
收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25
Actor-critic (AC)  Discrepancy  Variance  Importance sampling (IS)  Off-policy  Relative importance sampling (RIS)  
Domain Adaptation for Graph Representation Learning: Challenges, Progress, and Prospects 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 页码: 18
作者:  Shi, Bo-Shen;  Wang, Yong-Qing;  Guo, Fang-Da;  Xu, Bing-Bing;  Shen, Hua-Wei;  Cheng, Xue-Qi
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
graph domain adaptation  graph representation learning  transfer learning  
GSM-EL: A Generalizable Symbol-Manipulation Approach for Entity Linking 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 3, 页码: 1213-1226
作者:  Cheng, Xueqi;  Wang, Yuanzheng;  Fan, Yixing;  Guo, Jiafeng;  Zhang, Ruqing;  Bi, Keping
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
Neural networks  Biological neural networks  Feature extraction  Adaptation models  Training  Liquids  Knowledge engineering  Knowledge based systems  Hands  Vectors  Neural-symbolic method  symbol-manipulation  entity linking