📰 Science China Information Sciences 2024 — papers

The works of Science China Information Sciences published in 2024 that our library holds (publisher: Springer Nature): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. SBSM-Pro: support bio-sequence machine for proteins ↗Yizheng Wang, Yixiao Zhai, Yijie Ding et al.370 citations
2. How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suitesZhe Chen, Weiyun Wang, Weiyun Wang et al.325 citations · our summary
3. Perceptual video quality assessment: a survey ↗Xiongkuo Min, Huiyu Duan, Wei Sun et al.210 citations
4. OCRBench: on the hidden mystery of OCR in large multimodal modelsYuliang Liu, Zhang Li, Mingxin Huang et al.164 citations · our summary
5. A survey on model-based reinforcement learning ↗Fan-Ming Luo, Tian Xu, Hang Lai et al.148 citations
6. Woodpecker: hallucination correction for multimodal large language models ↗Shukang Yin, Chaoyou Fu, Sirui Zhao et al.118 citations
7. Two-dimensional materials for future information technology: status and prospects ↗Hao Qiu, Zhihao Yu, Tiange Zhao et al.116 citations
8. CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation ↗Yunfan Shao, Zhichao Geng, Yitao Liu et al.113 citations
9. Intelligent integrated sensing and communication: a survey ↗Jifa Zhang, Weidang Lu, Chengwen Xing et al.100 citations
10. Deep learning-based software engineering: progress, challenges, and opportunities ↗Xiangping Chen, Xing Hu, Yuan Huang et al.98 citations

All works of the year (359)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. SBSM-Pro: support bio-sequence machine for proteins ↗Yizheng Wang, Yixiao Zhai, Yijie Ding et al.370 citations
2. How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suitesZhe Chen, Weiyun Wang, Weiyun Wang et al.325 citations · our summary
3. Perceptual video quality assessment: a survey ↗Xiongkuo Min, Huiyu Duan, Wei Sun et al.210 citations
4. OCRBench: on the hidden mystery of OCR in large multimodal modelsYuliang Liu, Zhang Li, Mingxin Huang et al.164 citations · our summary
5. A survey on model-based reinforcement learning ↗Fan-Ming Luo, Tian Xu, Hang Lai et al.148 citations
6. Woodpecker: hallucination correction for multimodal large language models ↗Shukang Yin, Chaoyou Fu, Sirui Zhao et al.118 citations
7. Two-dimensional materials for future information technology: status and prospects ↗Hao Qiu, Zhihao Yu, Tiange Zhao et al.116 citations
8. CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation ↗Yunfan Shao, Zhichao Geng, Yitao Liu et al.113 citations
9. Intelligent integrated sensing and communication: a survey ↗Jifa Zhang, Weidang Lu, Chengwen Xing et al.100 citations
10. Deep learning-based software engineering: progress, challenges, and opportunities ↗Xiangping Chen, Xing Hu, Yuan Huang et al.98 citations
11. Quantum self-attention neural networks for text classification ↗Guangxi Li, Xuanqiang Zhao, Xin Wang96 citations
12. Accumulated-state-error-based event-triggered sampling scheme and its application to H∞ control of sampled-data systems ↗Xian‐Ming Zhang, Qing‐Long Han, Bao–Lin Zhang et al.89 citations
13. Online Pareto optimal control of mean-field stochastic multi-player systems using policy iteration ↗Xiushan Jiang, Yanshuang Wang, Dongya Zhao et al.66 citations
14. TPpred-SC: multi-functional therapeutic peptide prediction based on multi-label supervised contrastive learning ↗Ke Yan, Hongwu Lv, Jiangyi Shao et al.63 citations
15. XRL-SHAP-Cache: an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks ↗Xiaolong Xu, Fan Wu, Muhammad Bilal et al.55 citations
16. Finite-time tracking control of heterogeneous multi-AUV systems with partial measurements and intermittent communication ↗Bo Chen, Jiangping Hu, Bijoy Kumar Ghosh54 citations
17. Reducing idleness in financial cloud services via multi-objective evolutionary reinforcement learning based load balancer ↗Peng Yang, Laoming Zhang, Haifeng Liu et al.52 citations
18. Path signature-based XAI-enabled network time series classification ↗Le Sun, Yueyuan Wang, Yongjun Ren et al.46 citations
19. BioKG-CMI: a multi-source feature fusion model based on biological knowledge graph for predicting circRNA-miRNA interactions ↗Mengmeng Wei, Lei Wang, Yang Li et al.43 citations
20. DocPedia: unleashing the power of large multimodal model in the frequency domain for versatile document understanding ↗Hao Feng, Qi Liu, Hao Liu et al.43 citations
21. UAV swarm air combat maneuver decision-making method based on multi-agent reinforcement learning and transferring ↗Zhiqiang Zheng, Chen Wei, Haibin Duan42 citations
22. GPS: graph contrastive learning via multi-scale augmented views from adversarial pooling ↗Wei Ju, Yiyang Gu, Zhengyang Mao et al.41 citations
23. When AI meets sustainable 6G ↗Xiaohu You, Yongming Huang, Cheng Long Zhang et al.41 citations
24. An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification ↗Jing Liang, Yuyang Zhang, Ke Chen et al.40 citations
25. Joint UAV trajectory and communication design with heterogeneous multi-agent reinforcement learning ↗Xuanhan Zhou, Jun Xiong, Haitao Zhao et al.40 citations

See all 359 papers in Science China Information Sciences 2024 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source SuitesScience China Information SciencesZhe Chen, Weiyun Wang, Hao Tian, et al.2024 · 529 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)🖼️Vision & language (1)

📚 Fields

🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Chinese University of Hong KongHong Kong · China1 work here🎓Fudan UniversityShanghai · China1 work here🔬Shanghai Artificial Intelligence LaboratoryShanghai · China1 work here🏢SensetimeBeijing · China1 work here🎓Nanjing UniversityNanjing · China1 work here🎓Tsinghua UniversityBeijing · China1 work here

works and citations from OpenAlex and our library.

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