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Improving post-training structured pruning via two-stage reconstruction 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 296, 页码: 10
作者:  Li, Chenhao;  Li, Lin;  Zhang, Zhibin;  Qiu, Qiang;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：3/0  |  提交时间：2025/12/03
Post-training pruning  Layer reconstruction  Channel pruning  Calibration data  
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
Region-based weighting-and-enhancement network with adaptive class weighting loss for postoperative inguinal hernia prediction 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 卷号: 162, 页码: 13
作者:  Zhang, Jiawei;  Wu, Lisheng;  Fang, Qiang;  Yu, Weidong;  Hua, Zhengyu;  Zhang, Fengyun;  Yang, Cheng;  Zhang, Xiaoqing
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Postoperative inguinal hernia prediction  Magnetic resonance imaging  Region-based weighting-and-enhancement network  Adaptive class weighting loss  
CL-DGCN: contrastive learning based deeper graph convolutional network for traffic flow data prediction 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 卷号: 203, 页码: 18
作者:  Zhang, Enwei;  Lv, Zhiqiang;  Cheng, Zesheng;  Ke, Jintao
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Multimodal transportation  Traffic flow prediction  Graph convolutional network  Hyperaggregation function  
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)  
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  
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2025, 页码: 25
作者:  Duan, Dongsheng;  Lv, Cunchi;  Zhang, Cheng;  Hou, Wei;  Shi, Lei;  Li, Yangxi;  Zhao, Xiaofang
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Zero-shot text classification  Semi-supervised learning  Pretrained language model  Prompt learning  Class discovery  Class labeling  
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