• 본 연구실은 진화연산 원천 알고리즘, 인공지능/진화연산 기반 차세대 통신 시스템, 인공지능/진화연산 기반 물류 및 교통망 최적화를 연구하고 있습니다. 

• 본 연구실은 한양대학교 BK21 Four "학연산기반 지능형 차세대 사물통신 실용인재 양성 교육연구단"에 참여하고 있습니다. (자세한 정보는 홈페이지 참고)

• 본 연구실은 한양대학교 "데이터 보안, 활용 혁신융합대학사업"에 참여하고 있습니다. (융합전공/마이크로전공 교육과정 참고, 자세한 정보는 홈페이지 참고)

[관련 링크] Mircosoft Azure, Amazon Web Services

Graduate Student & Post-Doctoral Researcher

• 👏 Openings  

We are recruiting a couple of highly self-motivated and well-qualified graduate students and post-doctoral researchers. Scholarship and competitive payroll costs will be provided. Please contact Prof. Jeon (sangwoonjeon@hanyang.ac.kr) for more information. 

본 연구실은 함께 할 대학원생, 박사후연구원을 모집합니다. 관심이 있는 학생은 전상운 교수(sangwoonjeon@hanyang.ac.kr)에게 이메일로 연락 바랍니다. 

[지원사항] 석박사과정 인건비 전액 지원, 생활비 지원, 연구성과에 따른 인센티브 지급, 국내외 학술대회 참석 지원

Undergraduate Internship

• 👏 Openings  

We are recruiting a couple of highly self-motivated undergraduate interns for optimization via large language model and evolutionary computation. Please contact Prof. Jeon (sangwoonjeon@hanyang.ac.kr) for more information. 

본 연구실은 함께 할 학부인턴을 모집합니다. 관심이 있는 학생은 전상운 교수(sangwoonjeon@hanyang.ac.kr)에게 이메일로 연락 바랍니다.

[연구 주제] 진화 연산, 거대 언어 모델을 활용한 최적화 연구

[관련 논문] Large Language Models as Optimizers, WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks

• [Aug. 2025] “An Asynchronous Distributed Cooperative Co-evolutionary Algorithm for Multilayer Influence Maximization,” published in IEEE Transactions on Computational Social Systems.

• [Jul. 2025] “Multifrequency integration and scale-frequency linear attention for aerial tracking,” published in IEEE Transactions on Instrumentation and Measurement.

• [Jul. 2025] “Resource management for URLLC–eMBB coexistence in sub-band full-duplex systems,” published in IEEE Access.

• [Jul. 2025] “Consistency-guided adaptive alternating training for semi-supervised salient object detection,” published in IEEE Transactions on Circuits and Systems for Video Technology.

• [Jun. 2025] “Task offloading and scheduling under hard deadlines in vehicular edge computing systems,” published in IEEE Transactions on Vehicular Technology.

• [Apr. 2025] “Open-vocabulary multi-object tracking with domain generalized and temporally adaptive features,” published in IEEE Transactions on Multimedia.

• [Apr. 2025] “Optimal batch allocation for wireless federated learning,” published in IEEE Internet of Things Journal.

• [Apr. 2025] “Distributed real-time control for minimizing AoI in random access networks,” published in IEEE Internet of Things Journal.

• [Mar. 2025] “CSNet: Cross-stage subtraction network for real-time semantic segmentation in autonomous driving,” published in IEEE Transactions on Intelligent Transportation Systems.

• [Jan. 2025] “Light-YOLO: A lightweight detection algorithm based on multi-scale feature enhancement for infrared small ship target,” published in Complex & Intelligent Systems.

• [Nov./Dec. 2024] “CrowdEC: Crowdsourcing-based Evolutionary Computation for distributed optimization,” published in IEEE Transactions on Services Computing.

• [Oct. 2024] “Bi-directional ensemble differential evolution for global optimization,” published in Expert Systems with Applications.

• [Sep. 2024] “Reconfigurable intelligent surface aided hybrid beamforming: Optimal placement and beamforming design,” published in IEEE Transactions on Wireless Communications.

• [Aug. 2024] “Tour multi-route planning with matrix-based differential evolution,” published in IEEE Transactions on Intelligent Transportation Systems.

• [Aug. 2024] “Random contrastive interaction for particle swarm optimization in high-dimensional environment,” published in IEEE Transactions on Evolutionary Computation.

• [Aug. 2024] “A co-evolutionary multi-population evolutionary algorithm for dynamic multi objective optimization,” published in Swarm and Evolutionary Computation.

• [Jul. 2024] “Hybrid online–offline learning for task offloading in mobile edge computing systems,” published in IEEE Transactions on Wireless Communications.

• [Jun. 2024] “Rate splitting for multi-user downlink cellular networks with hybrid beamforming,” published in IEEE Transactions on Communications.

• [May 2024] ICI Lab joined a new project “Multiobjective large-scale evolutionary computation for 6G hyperconnectivity: Fundamental technologies and their applications (6G 초연결을 위한 다목적 대규모 진화 연산 핵심 기술 개발과 네트워크 적용 및 검증 연구),” National Research Foundation of Korea (한국연구재단, 중견연구).

• [Apr. 2024] “Energy-efficient data aggregation and collection for multi-UAV-enabled IoT networks,” published in IEEE Wireless Communications Letters.

• [Apr. 2024] ICI Lab joined a new project “Development of high-level application–network interoperable programmable interface Technologies (고수준 응용-네트워크 연동 프로그래머블 인터페이스 기술 개발),” Institute of Information & Communications Technology Planning & Evaluation (정보통신기획평가원, 주관기관: 서울대학교).

• [Mar. 2024]  “A novel evolutionary algorithm with column and sub-block local search for Sudoku puzzles,” published in IEEE Transactions on Games.

• [Feb. 2024] “Triple competitive differential evolution for global numerical optimization,” published in Swarm and Evolutionary Computation.

• [Feb. 2024] “An individual evolutionary game model guided by global evolutionary optimization for vehicle energy station distribution,” published in IEEE Transactions on Computational Social Systems.

• [Jan. 2024] ICI Lab renewed the project “Spectral efficiency analysis for 5G-advanced converged networks in dense areas (밀집지역 5G-Advanced 복합망 주파수 효율 분석),” Institute of Information & Communications Technology Planning & Evaluation (정보통신기획평가원, 주관기관: 한국전자통신연구원).

• [Jan. 2024] ICI Lab renewed the project “Development of high resolution vector network analyzer HW platform supporting sub-THz frequency band (Sub-THz 지원 고해상도 회로망 분석기 하드웨어 플랫폼 개발),” Institute of Information & Communications Technology Planning & Evaluation (정보통신기획평가원, 주관기관: 한국산업기술시험원).

• [Jan. 2024] ICI Lab renewed the project “Development of high resolution vector network analyzer SW supporting sub-THz frequency band (Sub-THz 지원 고해상도 회로망 분석기 소프트웨어 개발),” Institute of Information & Communications Technology Planning & Evaluation (정보통신기획평가원, 주관기관: (주)다빈시스템즈).