VLDB 2026 Research / reviewers in the wild / expert
Dengfeng Zhang
dblp:20/106
· DBLP profile ↗
4ranked-venue papers
2as first author
2since 2021 · last 2026
0000-0002-3492-3511ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Graphics, computer vision, multimedia, augmented reality and games · 2 · 2 first-authorArtificial intelligence and machine learning · 1 · 1 first-authorComputer networks · 1 · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer networks
1 paper |
Physical-layer communications · 75% Cellular and mobile networks · 25% | |
| Network and information security
1 paper |
Network security · 100% |
Topics — the 5 heaviest of 5, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Physical-layer communications
beamforming |
1.0 | 1 | 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive Modes · IEEE J. Sel. Areas Commun. 2026 |
Physical-layer communications › physical layer security
covert communication |
1.0 | 1 | 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive Modes · IEEE J. Sel. Areas Commun. 2026 |
Cellular and mobile networks
integrated sensing and communication |
1.0 | 1 | 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive Modes · IEEE J. Sel. Areas Commun. 2026 |
Physical-layer communications › beamforming
passive beamforming |
1.0 | 1 | 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive Modes · IEEE J. Sel. Areas Commun. 2026 |
Network security
covert channel |
0.3 | 1 | 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive Modes · IEEE J. Sel. Areas Commun. 2026 |
Methods — techniques the papers use, named apart from their topics
optimization · 2.0finite blocklength coding · 2.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | A novel two-stage fault diagnosis method with frequency-aware graph contrastive learning and multi-scale recursive graph networks for rotating machinery
Cunsong Wang, Quanling Zhang, Dengfeng Zhang |
Adv. Eng. Informatics | 5 |
| 2026 | Integrated Sensing and Covert Communications With RIS Adaptive and Non-Adaptive ModesabstractIn this work, we consider an integrated sensing and covert communication (ISACC) system with a finite blocklengthLaided by a reconfigurable intelligent surface (RIS) withNelements. Specifically, with the aid of RIS, a transmitter Alice is to sense the potential existence of a target, and she is also probabilistically trying to send information to a receiver Bob covertly (i.e., trying to hide her transmissions from a warden Willie). Meanwhile, Willie is to detect whether Alice is sensing the target only or conducting ISACC. We consider two RIS operation modes, i.e., a non-adaptive mode, where RIS employs a common beamforming vector regardless of whether Alice performs sensing-only or ISACC transmissions, and an adaptive mode, where RIS dynamically switches between two beamforming vectors tailored to the transmission type. For each mode, we formulate and solve an optimization problem that jointly determines Alice’s power allocation fractionρfor covert information signals and RIS beamforming vectors to maximize the effective covert communication throughput, while satisfying sensing and covertness constraints. Our examination shows that in the non-adaptive mode, the optimalρdecreases with the blocklengthL, the number of RIS elementsN, or Alice’s transmit powerPa, reflecting a stronger trade-off between covert throughput and sensing reliability. In contrast, in the adaptive mode, the optimal solution isρ∗ = 1, indicating that Alice can fully rely on RIS adaptivity to conceal covert transmissions by switching its beamforming vectors. Numerical results further demonstrate a significant covert communication throughput gain of the adaptive mode over the non-adaptive mode, which increases with bothNandPa, highlighting the importance of RIS adaptivity in the ISACC systems. Jia Zhang 0028, Dengfeng Zhang, Jiande Sun 0001, Min Li 0008, Shihao Yan |
IEEE J. Sel. Areas Commun. | 2 |
| 2015 | A Multiple Image Group Adaptation Approach for Event Recognition in Consumer Videos
Dengfeng Zhang, Wei Liang 0008, Hao Song 0002, Zhen Dong 0002, Xinxiao Wu |
ICIG (1) | 1 |
| 2012 | Static output feedback reliable controller design of nonlinear systems with multiple constraintsabstractThe problem of robust reliable control with multi-objective requirements and static-output-feedback (SOF) form is studied for a class of uncertain nonlinear systems subject to vector-bounded nonlinear dynamics, norm-bounded disturbances and actuator faults or the loss of actuator effectiveness. Based on the Lyapunov stability theory and multi-objective optimization strategy, a sufficient condition for the reliable controller design with SOF-form is developed. It can guarantee the robust stability, the given magnitude constraints on control input and system output, the prescribed level on the disturbance attenuation and the optimized quadratic cost performance of the closed-loop system under all possible faults. Thus, the comprehensive performance of the post-fault system is ensured by the designed controller. Finally, a numerical example is provided to verify the effectiveness of our proposed design algorithm. Dengfeng Zhang, Baochun Lu |
ICARCV | 1 |