Faculty Profiles - JIANG Nan | The Hong Kong University of Science and Technology

Nan JIANG
江楠

PhD in Operations Research
Georgia Institute of Technology, 2024

Assistant Professor
Department of Industrial Engineering and Decision Analytics

(852) 2358 7881
nanjiang@ust.hk
Room 5581
Personal Web

Google Scholar

2t5z8U4AAAAJ

ORCID

0000-0003-4231-2179

ResearcherID

MQV-8100-2025

Scopus ID

57221689891

Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest

Optimization
Stochastic optimization
Operations research

Publications

All Years 14 2026 0 2025 7 2024 4 2023 1 2022 2 2021 0

2025 7

A New Approach to Tackle Channel Uncertainty with Limited Data Samples

IEEE Wireless Communications, v. 32, (5), p. 179-186
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas
Article

A Spectrum-Efficient Solution with Data Rate Guarantees in 5G/Next-G Networks

IEEE Internet of Things Journal, article number 11112703
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Lou, Wenjing; Hou, Y. Thomas
Article

ALSO-X#: better convex approximations for distributionally robust chance constrained programs

Mathematical Programming, v. 213, (1-2), p. 575-638
Jiang, Nan; Xie, Weijun
Article

Real-time MU-MIMO Beamforming with Limited Channel Samples in 5G Networks

IEEE Transactions on Mobile Computing
Li, Shaoran; Jiang, Nan; Li, Chengzhang; Acharya, Shiva; Wu, Yubo; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas
Article

Real-Time Scheduling for GAA Users’ Coexistence in CBRS Using O-RAN Architecture

IEEE Transactions on Cognitive Communications and Networking
Acharya, Shiva; Li, Shaoran; Jiang, Nan; Wu, Yubo; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas
Article

Regularized MIP Model for Integrating Energy Storage Systems and Its Application for Solving a Trilevel Interdiction Problem

INFORMS Journal on Computing
Han, Dahye; JIANG, Nan; Dey, Santanu S.; Xie, Weijun
Article

The Terminator: An Integration of Inner and Outer Approximations for Solving Wasserstein Distributionally Robust Chance Constrained Programs via Variable Fixing

INFORMS Journal on Computing, v. 37, (2), p. 381-412
Jiang, Nan; Xie, Weijun
Article

2024 4

Distributionally Favorable Optimization: A Framework for Data-Driven Decision-Making with Endogenous Outliers

SIAM Journal on Optimization, v. 34, (1), p. 419-458
Jiang, Nan; Xie, Weijun
Article

MU-MIMO Beamforming with Limited Channel Data Samples

IEEE Journal on Selected Areas in Communications, p. 1
Li, Shaoran; Jiang, Nan; Chen, Yongce; Xie, Weijun; Lou, Wenjing; Thomas Hou, Y.
Article

ReDBeam: Real-time MU-MIMO Beamforming with Limited CSI Data Samples

ICC 2024 - IEEE International Conference on Communications / edited by Valenti Matthew; Reed David; Torres Melissa. Institute of Electrical and Electronics Engineers Inc., 2024, p. 5104-5110
Li, Shaoran; Jiang, Nan; Li, Chengzhang; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun
Conference paper

Rudra: An Algorithm for Optimizing Spectrum Efficiency with Data Rate Guarantee in Next-G Communications

2024 IEEE Military Communications Conference, MILCOM 2024, Institute of Electrical and Electronics Engineers Inc., 2024, p. 1130-1137
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Lou, Wenjing; Hou, Y. Thomas
Conference paper

2023 1

Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS

Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023, Institute of Electrical and Electronics Engineers Inc., 2023, p. 295-303
Acharya, Shiva; Li, Shaoran; Jiang, Nan; Wu, Yubo; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun
Conference paper

2022 2

ALSO-X and ALSO-X+: Better Convex Approximations for Chance Constrained Programs

Operations Research, v. 70, (6), p. 3581-3600
Jiang, Nan; Xie, Weijun
Article

D²BF - Data-Driven Beamforming in MU-MIMO with Channel Estimation Uncertainty

INFOCOM 2022 - IEEE Conference on Computer Communications, Institute of Electrical and Electronics Engineers Inc., 2022, p. 120-129
Li, Shaoran; Jiang, Nan; Chen, Yongce; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun
Conference paper

Article 7

A New Approach to Tackle Channel Uncertainty with Limited Data Samples

IEEE Wireless Communications, v. 32, (5), p. 179-186
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas

A Spectrum-Efficient Solution with Data Rate Guarantees in 5G/Next-G Networks

IEEE Internet of Things Journal, article number 11112703
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Lou, Wenjing; Hou, Y. Thomas

ALSO-X#: better convex approximations for distributionally robust chance constrained programs

Mathematical Programming, v. 213, (1-2), p. 575-638
Jiang, Nan; Xie, Weijun

Real-time MU-MIMO Beamforming with Limited Channel Samples in 5G Networks

IEEE Transactions on Mobile Computing
Li, Shaoran; Jiang, Nan; Li, Chengzhang; Acharya, Shiva; Wu, Yubo; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas

Real-Time Scheduling for GAA Users’ Coexistence in CBRS Using O-RAN Architecture

IEEE Transactions on Cognitive Communications and Networking
Acharya, Shiva; Li, Shaoran; Jiang, Nan; Wu, Yubo; Xie, Weijun; Lou, Wenjing; Hou, Y. Thomas

Regularized MIP Model for Integrating Energy Storage Systems and Its Application for Solving a Trilevel Interdiction Problem

INFORMS Journal on Computing
Han, Dahye; JIANG, Nan; Dey, Santanu S.; Xie, Weijun

The Terminator: An Integration of Inner and Outer Approximations for Solving Wasserstein Distributionally Robust Chance Constrained Programs via Variable Fixing

INFORMS Journal on Computing, v. 37, (2), p. 381-412
Jiang, Nan; Xie, Weijun

Article 2

Distributionally Favorable Optimization: A Framework for Data-Driven Decision-Making with Endogenous Outliers

SIAM Journal on Optimization, v. 34, (1), p. 419-458
Jiang, Nan; Xie, Weijun

MU-MIMO Beamforming with Limited Channel Data Samples

IEEE Journal on Selected Areas in Communications, p. 1
Li, Shaoran; Jiang, Nan; Chen, Yongce; Xie, Weijun; Lou, Wenjing; Thomas Hou, Y.

Conference paper 2

ReDBeam: Real-time MU-MIMO Beamforming with Limited CSI Data Samples

ICC 2024 - IEEE International Conference on Communications / edited by Valenti Matthew; Reed David; Torres Melissa. Institute of Electrical and Electronics Engineers Inc., 2024, p. 5104-5110
Li, Shaoran; Jiang, Nan; Li, Chengzhang; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun

Rudra: An Algorithm for Optimizing Spectrum Efficiency with Data Rate Guarantee in Next-G Communications

2024 IEEE Military Communications Conference, MILCOM 2024, Institute of Electrical and Electronics Engineers Inc., 2024, p. 1130-1137
Acharya, Shiva; Li, Shaoran; Wu, Yubo; Jiang, Nan; Lou, Wenjing; Hou, Y. Thomas

Conference paper 1

Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS

Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023, Institute of Electrical and Electronics Engineers Inc., 2023, p. 295-303
Acharya, Shiva; Li, Shaoran; Jiang, Nan; Wu, Yubo; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun

Article 1

ALSO-X and ALSO-X+: Better Convex Approximations for Chance Constrained Programs

Operations Research, v. 70, (6), p. 3581-3600
Jiang, Nan; Xie, Weijun

Conference paper 1

D²BF - Data-Driven Beamforming in MU-MIMO with Channel Estimation Uncertainty

INFOCOM 2022 - IEEE Conference on Computer Communications, Institute of Electrical and Electronics Engineers Inc., 2022, p. 120-129
Li, Shaoran; Jiang, Nan; Chen, Yongce; Hou, Y. Thomas; Lou, Wenjing; Xie, Weijun

No Publications

Teaching Assignment

2026-27 Fall 1 2025-26 Summer 1 2025-26 Spring 1 2025-26 Winter 0 2025-26 Fall 1 2024-25 Summer 0

IEDA1180

Python for Analytics

UROP1100S

Undergraduate Research Opportunities Series 1

IEDA2540

Statistics for Engineers

IEDA4000G

Python for Analytics

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2023 to December 2026 (As of 10 September 2026)

Current RPGs

Doctor of Philosophy

CHEN, Qiang
Industrial Engineering and Decision Analytics
WANG, Yannan
Industrial Engineering and Decision Analytics
WANG, Ziyu
Industrial Engineering and Decision Analytics

Master of Philosophy

ZHOU, Yukai
Industrial Engineering and Decision Analytics

Projects

From January 2024 to December 2026

All Projects 1

No Projects.
Sequential Convex Approximations for Data-Driven Robust Chance Constraints: Theory, Algorithms, and Applications

數據驅動穩健機會約束的序列凸近似：理論、算法及應用 Leading

RGC - Early Career Scheme
Project Team (HKUST)
JIANG Nan (Lead)
2026 -

Research Interest

Publications

2025 7

2024 4

2023 1

2022 2

Article 7

Article 2

Conference paper 2

Conference paper 1

Article 1

Conference paper 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2023 to December 2026 (As of 10 September 2026)

Current RPGs

Projects

From January 2024 to December 2026

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