Li Zeng's Research Readings

Recommended Reading

• On General Sci. & Tech. Topics

  • 《中国科学·信息科学》观点与争鸣栏目文章集锦

    • 鄢贵海, et al. “专用处理器比较分析.” 2022. [Paper]

    • 徐宗本, “人工智能的10个重大数理基础问题.” 2021. [Paper]

    • 徐文伟, et al. “后香农时代ICT领域的十大挑战问题.” 2021. [Paper]

• On AI

  • On GNN

    • 白铂, et al. “图神经网络.” 2020. [Paper]

  • On LLM

    • Zhu, Banghua, et al. “Towards Optimal Caching and Model Selection for Large Model Inference.” NeurIPS, 2023. [Paper] [Code]

• On Comm. & Netw.

  • On 6G

    • 6G专项研究进展专栏, 中国科学·信息科学（公众号）

  • On Computer Networks

    • A Reading List in Computer Networking, provided by Prof. Yang Richard Yang at Yale.

  • On Satellite Networks

    • Xiao, Yue, et al. “Space-Air-Ground Integrated Wireless Networks for 6G: Basics, Key Technologies and Future Trends.” IEEE Journal on Selected Areas in Communications (2024). [Paper]

    • De Cola, Tomaso, et al. “Network and protocol architectures for future satellite systems.” Foundations and Trends in Networking 12.1-2 (2017): 1-161. [Paper]

  • On Computing Power Networks

    • 《信息通信技术与政策》综合算力专题（2024年第50卷第2期）

    • 郭亮, “数据中心发展综述.” 信息通信技术与政策, 2023. [Paper]

  • Data Center Networks

  • On Network Routing

    • Steiner Tree Problem, ScienceDirect.

    • Diaz, Joel Jurado, et al. “Satellite Routing for mobile users under uncertainty in High Throughput constellations.” MIT System Architecture Group, IEEE Aerospace Conference, 2024. [Paper]

  • Selected Topics from Best Readings of IEEE Communications Society

    • Green Communications

    • Integrated Sensing and Communication (ISAC)

    • Machine Learning in Communications

    • Multi-Tier Cellular

    • Satellite Mega Constellations

    • UAV Assisted Wireless Networks

Publication Sources to Check

• Journals

  • 中国科学·信息科学 [Official] [通信文章集锦]

  • Science China Information Sciences [Official] [Springer] [Publications on information and communication engineering]

  • Foundations and Trends® in Networking [Official] [DBLP]

  • ACM Computing Surveys [Just Accepted]

  • IEEE Communications Surveys & Tutorials [Early Access] [Popular Articles]

  • IEEE Journal on Selected Areas in Communications [Early Access] [Popular Articles] [Call for Papers]

  • IEEE Transactions on Machine Learning in Communications and Networking [Early Access] [Popular Articles]

  • IEEE Transactions on Communications [Early Access] [Popular Articles]

  • IEEE Transactions on Wireless Communications [Early Access] [Popular Articles]

  • IEEE/ACM Transactions on Networking [Early Access] [Popular Articles]

  • IEEE Transactions on Network and Service Management [Early Access] [Popular Articles]

  • IEEE Transactions on Signal and Information Processing over Networks [Early Access] [Popular Articles]

  • IEEE Transactions on Signal Processing [Early Access] [Popular Articles]

  • IEEE Journal of Selected Topics in Signal Processing [Early Access] [Popular Articles]

  • IEEE Transactions on Mobile Computing [Early Access] [Popular Articles]

  • IEEE Transactions on Cloud Computing [Early Access] [Popular Articles]

  • IEEE Transactions on Green Communications and Networking [Early Access] [Popular Articles]

  • IEEE Transactions on Cognitive Communications and Networking [Early Access] [Popular Articles]

  • IEEE Internet of Things Journal [Early Access] [Popular Articles]

  • IEEE Transactions on Vehicular Technology [Early Access] [Popular Articles]

  • IEEE Signal Processing Letters [Early Access] [Popular Articles]

  • IEEE Communications Letters [Early Access] [Popular Articles]

  • IEEE Wireless Communications Letters [Early Access] [Popular Articles]

  • IEEE Network [Early Access] [Popular Articles]

  • IEEE Wireless Communications [Early Access] [Popular Articles]

  • IEEE Communications Magazine [Early Access] [Popular Articles]

• Conferences (Submission ~ Acceptance ~ Final Version ~ Conference)

  • ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM) [ACM] [DBLP] [YouTube]

  • ACM International Conference on Mobile Computing and Networking (MobiCom) [ACM] [DBLP]

  • ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) [ACM] [DBLP]

  • ACM International Conference on Embedded Networked Sensor Systems (SenSys) [ACM] [DBLP]

  • IEEE International Conference on Computer Communications (INFOCOM) [IEEE] [DBLP] (Jul. ~ Dec. ~ Jan. ~ May)

  • IEEE International Symposium on Information Theory (ISIT) [IEEE] [DBLP]

  • IEEE Information Theory Workshop (ITW) [IEEE] [DBLP]

  • IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) [IEEE] [DBLP]

  • IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) [SPS] [IEEE] [DBLP]

  • IEEE Global Communications Conference (GLOBECOM) [ComSoc] [IEEE] [DBLP] (May ~ Aug. ~ Sep. ~ Dec.)

  • IEEE International Conference on Communications (ICC) [ComSoc] [IEEE] [DBLP] (Oct. ~ Feb. ~ Mar. ~ May)

  • IEEE Wireless Communications and Networking Conference (WCNC) [ComSoc] [IEEE] [DBLP] (Sep. ~ Dec. ~ Jan. ~ Apr.)

  • IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) [ComSoc] [IEEE] [DBLP]

  • IEEE International Mediterranean Conference on Communications and Networking (MeditCom) [ComSoc] [IEEE] [DBLP] (Mar. ~ May. ~ May. ~ Jul.)

  • IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) [ComSoc] [IEEE]

• AI Community

  • Conference on Neural Information Processing Systems (NeurIPS) [Official] [DBLP]

  • International Conference on Machine Learning (ICML) [Official] [DBLP]

  • International Conference on Learning Representations (ICLR) [Official] [DBLP]

  • International Conference on Artificial Intelligence and Statistics (AISTATS) [Offical] [DBLP]

  • Annual Conference Computational Learning Theory (COLT) [Official] [DBLP]

  • Proceedings of Machine Learning Research (PMLR) [Official] [DBLP]

  • Journal of Machine Learning Research (JMLR) [Offical] [DBLP]

  • Transactions on Machine Learning Research (TMLR) [Offical] [DBLP]

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) [IEEE] [DBLP]

• Preprints

  • Arxiv cs.DS: Data Structures and Algorithms

  • Arxiv cs.LG: Machine Learning

  • Arxiv cs.IT: Information Theory

  • Arxiv eess.SP: Signal Processing

Seminars to Check

• Simons Institute for Theory of Computing, UC Berkeley.

• One World Mathematics of INformation, Data, and Signals (1W-MINDS) Seminar, weekly on Thursdays.

• Federated Learning One World (FLOW) Seminar, weekly on Wednesdays.

• One World Seminar Series on the Mathematics of Machine Learning, weekly on Wednesdays.

• One World Optimization Seminar, (seems died…?)

• One World Signal Processing Seminar (OWSP) Series, (seems died…?)

Recordings of Conferences

• 2023全球6G发展大会(回放), 2023-12-05.

  • 全球6G发展大会跟踪：技术热点与国外6G战略进展, 天翼智库, 2023-12-16.

  • IMT-2030(6G)推进组2023年研究进展情况概述, 6G俱乐部, 2023-12-06.

• 2023中国无线电大会-卫星应用与发展论坛(回放), 2023-09-15.