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RE²: improving Chinese grammatical error correction via retrieving appropriate examples with explanation
Baoxin Wang
Yumeng Luo
Shijin Wang
Research Article 08 November 2025 Article: 1912381
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models
Qian Zhang
Panfeng Chen
Yanhao Wang
Letter 28 October 2025 Article: 2003902
Part of 1 collection:

Code & Data
Budgeted spatial data acquisition: when coverage and connectivity matter
Wenzhe Yang
Shixun Huang
Zhiyong Peng
Research Article 28 October 2025 Article: 2003612
Part of 1 collection:

Data Governance and Circulation for Data Factors
Adaptive reinforced federated graph domain generalization with dynamic aggregation strategy
Zhen-Hui Pan
Ya-Wen Li
Xiao-Long Meng
Research Article 28 October 2025 Article: 2003611
System dynamics based evolutionary game model for data transaction quality regulation
Jian Yang
Taotao Yang
Congcong Zhang
Letter 28 October 2025 Article: 2003609
Part of 1 collection:

Data Governance and Circulation for Data Factors
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection
Qian Rong
Cheng Song
Shuai Ding
Letter 28 October 2025 Article: 2003608
Part of 1 collection:

Data Governance and Circulation for Data Factors
Enhancing data quality with effective feature selection and privacy protection
Lu-Yao Wang
Zhu-Sen Liu
Lu Zhou
Research Article 28 October 2025 Article: 2003607
Part of 1 collection:

Data Governance and Circulation for Data Factors
A survey on sequential recommendation
Li-Wei Pan
Wei-Ke Pan
Zhong Ming
Review Article Open access 28 October 2025 Article: 2003606
CausalBridgeQA: a causal inference-based approach for robust enhancement of multi-hop question answering
Xu Jiang
Yu-Rong Cheng
Yun-Feng Li
Research Article 28 October 2025 Article: 2003605
Part of 1 collection:

Data Governance and Circulation for Data Factors
FedPD: personalized federated learning based on partial distillation
Xu Yang
Ji-Yuan Feng
Qing Liao
Research Article Open access 28 October 2025 Article: 2003604
Synthesizing tables for supervised learning
Yaoyu Zhu
Guoliang Li
Nan Tang
Research Article 28 October 2025 Article: 2003603
SEA-SQL: semantic-enhanced text-to-SQL with adaptive refinement
Chaofan Li
Yingxia Shao
Zheng Liu
Research Article 28 October 2025 Article: 2003602
A comprehensive taxonomy of prompt engineering techniques for large language models
Yao-Yang Liu
Zhen Zheng
Xiao-Yong Du
Review Article Open access 28 October 2025 Article: 2003601
Modeling the evolution dynamics to enhance micro-expression recognition
Yuhong He
Guangyu Wang
Haifeng Li
Letter 28 October 2025 Article: 2003325
MiMu: mitigating multiple shortcut learning behavior of transformers
Lili Zhao
Qi Liu
Jiafeng Zhou
Research Article 28 October 2025 Article: 1912380
A survey on trajectory representation learning methods
Xiangfu Meng
Shuonan Sun
Jinfeng Fang
Review Article 28 October 2025 Article: 1912379
DualMamba: a patch-based model with dual mamba for long-term time series forecasting
Guang-Yu Wei
Hui-Chuan Huang
Ai-Min Feng
Research Article 21 October 2025 Article: 2002315
Task-aware pre-training for facial action analysis
Xuran Sun
Jiabei Zeng
Shiguang Shan
Letter 17 October 2025 Article: 2002703
AirWSeg: a comprehensive dataset collection for pulmonary airway segmentation in medical imaging
Kexin Zhou
Linkuan Zhou
Qiangguo Jin
Letter 17 October 2025 Article: 2002702
Part of 1 collection:

Code & Data
Structure- and cost-aware partitioning for large graphs over geo-distributed datacenters
Delong Ma
Ye Yuan
Yuliang Ma
Letter 17 October 2025 Article: 2002610
Trustworthy evaluation of large language models
Xin-Yi Zhang
Han-Jia Ye
De-Chuan Zhan
Letter 17 October 2025 Article: 2002324
Part of 1 collection:

Excellent Young Computer Scientists Vision on Foundation Models
Similarity-based multi-dimensional multi-label classification
Zi-Zhan Gu
Bin-Bin Jia
Min-Ling Zhang
Research Article Open access 17 October 2025 Article: 2002322
Diversity from human feedback
Ren-Jian Wang
Ke Xue
Chao Qian
Research Article 17 October 2025 Article: 2002320
The gains do not make up for the losses: a comprehensive evaluation for safety alignment of large language models via machine unlearning
Weixiang Zhao
Yulin Hu
Wanxiang Che
Research Article Open access 17 October 2025 Article: 2002319
A hybrid approach to formulaic alpha discovery with large language model assistance
Shuo Yu
Hong-Yan Xue
Qing He
Research Article Open access 17 October 2025 Article: 2002316
A survey on learning from graphs with heterophily: recent advances and future directions
Cheng-Hua Gong
Yao Cheng
Xiang Li
Review Article Open access 17 October 2025 Article: 2002314
Enhancing aspect sentiment quad prediction with syntactic information in generation model
Tianlai Ma
Zhongqing Wang
Guodong Zhou
Research Article 17 October 2025 Article: 2002313
Multi-instance multi-label position-aware doubly graph convolutional networks
Zhi Li
Teng Zhang
Hai Jin
Research Article 17 October 2025 Article: 2002312
Mitigating scale imbalance and conflicting gradients in deep multi-task learning
Yuepeng Jiang
Yunhao Gou
Qiang Yang
Research Article 16 October 2025 Article: 2002318
HexaDream: hexaview prior and constraint for text to 3D creation
Zhi-Chao Zhang
Hui Chen
Zheng-Bin Pang
Research Article Open access 16 October 2025 Article: 2002311
MEFE: microbiome signature identification based on elastic feature extraction
Guosen Hou
Yuxiao Fei
Xiaoquan Su
Letter 16 October 2025 Article: 2001901
Part of 1 collection:

Code & Data
Streaming algorithms for triangle counting: adversarial robustness and the weighted case
Jing Cao
Yicheng Pan
Pan Peng
Letter 16 October 2025 Article: 2001401
Robust long-tailed learning under label noise
Tong Wei
Jiang-Xin Shi
Yu-Feng Li
Research Article Open access 16 October 2025 Article: 2001321
Bidirectional chain-of-thought for zero-shot object navigation
Haonan Luo
Sijia Li
Xiruo Jiang
Letter 16 October 2025 Article: 2001317
Part of 1 collection:

Excellent Young Computer Scientists Vision on AI for Science
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems
Qihuang Zhong
Kang Wang
Bo Du
Letter 16 October 2025 Article: 2001310
RPND: a rule guided link prediction model with specific-path selection
Xiu-Lin Zheng
Pei-Pei Li
Xin-Dong Wu
Research Article 16 October 2025 Article: 2001309
Learning contextual information and task alignment for emotion cause extraction in conversation
Jun-Hao Feng
Xia-Bing Zhou
Min Zhang
Research Article 16 October 2025 Article: 2001308
FedSIN: information network representation based on federated self-adaptive learning
Ang Li
Yawen Li
Zhe Xue
Research Article 16 October 2025 Article: 2001307
Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devices
Biao Zhu
Jun Zhang
Enhong Chen
Research Article 16 October 2025 Article: 2001306
Invariant graph learning meets information bottleneck for out-of-distribution generalization
Wenyu Mao
Jiancan Wu
Xiang Wang
Research Article 16 October 2025 Article: 2001305
Topic-enhanced argument mining via mutual learning
Jiasheng Si
Yingjie Zhu
Deyu Zhou
Research Article 16 October 2025 Article: 2001304
Exploiting large language model with reinforcement learning for generative job recommendations
Zhi Zheng
Zhao-Peng Qiu
Hui Xiong
Research Article 16 October 2025 Article: 2001303
Improved paraphrase generation via controllable latent diffusion
Wei Zou
Ziyuan Zhuang
Jiajun Chen
Research Article 16 October 2025 Article: 2001302
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook
Yanan Zhang
Jinqing Zhang
Di Huang
Review Article Open access 16 October 2025 Article: 2001301
Collective domain adversarial learning for unsupervised domain adaptation
Shikai Chen
Jin Yuan
Yong Rui
Research Article 25 September 2025 Article: 1912378
Comment on “SAT requires exhaustive search”
Eric Allender
Ryan Williams
Correspondence 17 September 2025 Article: 2001405
Missing data recovery for heterogeneous graphs with incremental multi-source data fusion
Yang Liu
Xiaoxia Jiang
Wei Hu
Research Article 29 July 2025 Article: 1912614
Part of 1 collection:

Data Governance and Circulation for Data Factors
SAT requires exhaustive search
Ke Xu
Guangyan Zhou
Research Article Open access 04 July 2025 Article: 1912405
Towards spatial computing: recent advances in multimodal natural interaction for Extended Reality headsets
Zhi-Min Wang
Mao-Hang Rao
Feng Lu
Review Article Open access 30 June 2025 Article: 1912708
Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution
Mengyi Yan
Yaoshu Wang
Jianxin Li
Research Article 30 June 2025 Article: 1911376

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