Excellent Young Computer Scientists Forum
Robust long-tailed learning under label noise [Research]
Tong WEI, Jiang-Xin SHI, Min-Ling ZHANG, Yu-Feng LI
Artificial Intelligence
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook [Review]
Yanan ZHANG, Jinqing ZHANG, Zengran WANG, Junhao XU, Di HUANG
自动驾驶中基于视觉的三维空间占用预测：综述与展望
Improved paraphrase generation via controllable latent diffusion [Research]
Wei ZOU, Ziyuan ZHUANG, Xiang GENG, Shujian HUANG, Jia LIU, Jiajun CHEN
通过可控潜在扩散提升改写生成效果
Exploiting large language model with reinforcement learning for generative job
recommendations [Research]
Zhi ZHENG, Zhao-Peng QIU, Chen ZHU, Xiao HU, Li-Kang WU, Yang SONG, Heng-Shu ZHU, Hui XIONG
利用强化学习的大语言模型进行生成式职位推荐
Topic-enhanced argument mining via mutual learning [Research]
Jiasheng SI, Yingjie ZHU, Rui WANG, Wenpeng LU, Yulan HE, Deyu ZHOU
Invariant graph learning meets information bottleneck for out-of-distribution generalization [Research]
Wenyu MAO, Jiancan WU, Haoyang LIU, Yongduo SUI, Xiang WANG
不变图学习与信息瓶颈理论相结合，实现分布外泛化
Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devices [Research]
Biao ZHU, Jun ZHANG, Sirui ZHAO, Zhengye ZHANG, Enhong CHEN
中国科技大学&中航华东光电有限公司等，UL3DCN：一种新型可穿戴热红外成像增强技术
FedSIN: information network representation based on federated self-adaptive learning [Research]
Ang LI, Yawen LI, Zhe XUE
FedSIN：基于联邦自适应学习的信息网络展示
Learning contextual information and task alignment for emotion cause extraction in conversation [Research]
Jun-Hao FENG, Xia-Bing ZHOU, Wen-Liang CHEN, Min ZHANG
苏州大学冯俊皓等：对话中情感原因提取的上下文信息学习与任务对齐
RPND: a rule guided link prediction model with specific-path selection [Research]
Xiu-Lin ZHENG, Pei-Pei LI, Zan ZHANG, Xin-Dong WU
RPND：一种具有特定路径选择的规则引导链路预测模型
Letter
Streaming algorithms for triangle counting: adversarial robustness and the weighted case
Jing CAO, Yicheng PAN, Pan PENG
三角形计数流算法在对抗鲁棒性和带权图上的研究
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems
Qihuang ZHONG, Kang WANG, Ziyang XU, Liang DING, Juhua LIU, Bo DU
在GSM8K上实现超过97%的准确率：深入理解问题使大语言模型成为数学文字题的更优解
MEFE: microbiome signature identification based on elastic feature extraction
Guosen HOU, Yuxiao FEI, Hao GAO, Xiaoquan SU
MEFE：基于弹性特征提取的微生物组特征识别
Bidirectional chain-of-thought for zero-shot object navigation
Haonan LUO, Sijia LI, Yijie ZENG, Zihang WANG, Botao JIANG, Xiruo JIANG
零样本目标导航的双向思维链
期刊简介
Frontiers of Computer Science （FCS）是由教育部主管、高等教育出版社和北京航空航天大学共同主办，南京大学支持，SpringerNature 公司海外发行的英文学术期刊。本刊于 2007 年创刊，月刊，全球发行。主要刊登计算机科学领域具有创新性的综述论文、研究论文等。本刊主编为周志华院士，共同主编为熊璋教授。编委会及青年 AE 团队由国内外知名学者及优秀青年学者组成。本刊被 SCI、Ei、DBLP、INSPEC、SCOPUS 和中国科学引文数据库（CSCD）核心库等收录，为 CCF 推荐B类期刊；两次入选“中国科技期刊国际影响力提升计划”；入选“第4届中国国际化精品科技期刊”；两次入选“中国科技期刊卓越行动计划”（一期梯队、二期领军）。
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