Demo Data from VLDB 2026 / reviewers in the wild / expert
Mengyao Liu 0003
dblp:50/9649-3
· DBLP profile ↗
7ranked-venue papers
5as first author
7since 2021 · last 2025
0000-0003-1714-5022ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 2 first-author · 2 since 2021Computer networks · 2 · 1 first-author · 2 since 2021Human-computer interaction and ubiquitous computing · 2 · 1 first-author · 2 since 2021Systems, architecture and hardware · 1 · 1 first-author · 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 architecture, parallel and distributed computing, and storage systems
3 papers |
Embedded and real-time systems · 100% | |
| Computer networks
2 papers |
Internet of things and sensor networks · 67% Wireless networking · 33% | |
| Artificial intelligence
1 paper |
Multi-agent systems · 100% |
Topics — the 9 heaviest of 9, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Multi-agent systems
swarm robotics |
0.9 | 1 | 2025 | CapBot: Enabling Battery-Free Swarm Robotics · ICRA 2025 |
Internet of things and sensor networks
wireless body area network |
0.9 | 1 | 2025 | ENOCH: ENabling On-body network Contention Handling · PerCom 2025 |
Embedded and real-time systems
intermittent computing |
0.7 | 1 | 2023 | Demo Abstract: FreeBot, a Battery-Free Swarm Robotics Platform · SenSys 2023 |
Embedded and real-time systems › energy harvesting systems
batteryless device |
0.6 | 1 | 2022 | BaMbI, a battery free and energy harvesting smartphone · MobiSys 2022 |
Embedded and real-time systems
energy harvesting systems |
0.6 | 1 | 2022 | BaMbI, a battery free and energy harvesting smartphone · MobiSys 2022 |
Wireless networking
collision resolution |
0.3 | 1 | 2025 | ENOCH: ENabling On-body network Contention Handling · PerCom 2025 |
Wireless networking
medium access control |
0.3 | 1 | 2025 | ENOCH: ENabling On-body network Contention Handling · PerCom 2025 |
Embedded and real-time systems › energy harvesting systems
battery-free systems |
0.3 | 1 | 2025 | CapBot: Enabling Battery-Free Swarm Robotics · ICRA 2025 |
Internet of things and sensor networks
energy harvesting |
0.2 | 1 | 2023 | Demo Abstract: FreeBot, a Battery-Free Swarm Robotics Platform · SenSys 2023 |
Methods — techniques the papers use, named apart from their topics
trophallaxis · 1.7supercapacitors · 1.7bluetooth low energy · 1.7supercapacitor charge storage · 1.3peer-to-peer charge transfer · 1.3fieldbus-like communication · 0.9capacitive coupling · 0.9supercapacitor energy storage · 0.6solar energy harvesting · 0.6
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | CapBot: Enabling Battery-Free Swarm RoboticsabstractSwarm robotics focuses on designing and coordinating large groups of relatively simple robots to perform tasks in a decentralised and collective manner. The swarm provides a resilient and flexible solution for many applications. However, contemporary swarm robots have a significant power problem in that secondary (i.e. rechargeable) batteries are slow to charge and offer lifetimes of only a few years, increasing maintenance costs and pollution due to battery replacement. We imagine a different future, wherein battery-free robots powered by supercapacitors can be recharged in seconds, offer long-life autonomous operation and can rapidly pass charge between one another using trophallaxis. In pursuit of this vision, we contribute the CapBot, a battery-free swarm robot equipped with Mecanum wheels, a Cortex M4F application processor and Bluetooth Low Energy networking. The CapBot fully recharges in 16 s, offers 51 min of autonomous operation at top speed, and can transfer up to 50 % of its available charge to a peer via trophallaxis in under 20 s. The CapBot is fully open source and all software and hardware source is available online. Mengyao Liu 0003, Lowie Deferme, Tom Van Eyck, Fan Yang 0051, Sam Michiels, Alexandre Abadie, Said Alvarado-Marin, Filip Maksimovic, Genki Miyauchi, Jessica Jayakumar, Mohamed S. Talamali, Thomas Watteyne, Roderich Groß, Danny Hughes 0001 |
ICRA | 1 |
| 2025 | ENOCH: ENabling On-body network Contention HandlingabstractBody area networking is an important segment of the wireless landscape, connecting a growing range of devices such as fitness trackers and smart watches using short range wireless links. However, conventional wireless technologies such as BLE and ANT provide poor support for low-latency applications such as haptic feedback due to their dependence upon duty-cycling to maintain acceptable power consumption. Recent physical-layer design efforts introduce a low-power alternative by establishing capacitively coupled communication through the human body. This mitigates duty-cycling requirements, but results in channel access times similar to those found in more conventional wireless networks, failing to provide adequate latency guarantees even for modestly sized networks. We address this problem by introducing ENOCH, an ultra-low power 12 MHz receiver that relies on capacitive coupling to establish a fieldbus-like through-body network. ENOCH delivers a sub-μW receiver, 10 kbps link-layer throughput, traffic prioritisation, 97% baseline reliability and 7 ms latency in a 7-node network, regardless of contention for the channel. Our design is simple and uses only commercial off-the-shelf components. As it requires neither large antennas nor crystal oscillators, we believe that further miniaturization beyond the current 1 cm2hardware/software prototype is possible. Mengyao Liu 0003, Jonathan Oostvogels, Bingwu Fang, Sam Michiels, Yang Yang 0048, Danny Hughes 0001 |
PerCom | 1 |
| 2024 | CaIN: Low Power and Low Latency VHF Mesh Networking
Mengyao Liu 0003, Bingwu Fang, Jonathan Oostvogels, Sam Michiels, Andrei Belogaev, Xinlei Liu 0003, Jeroen Famaey, Danny Hughes 0001 |
EWSN | 1 |
| 2023 | Flute: Enabling a Battery-Free and Energy Harvesting Ecosystem for the Internet of Things
Van Vu Bui, Shuaibu Musa Adam, Brendan J. Mackenzie, Ashok Samraj Thangarajan, Mengyao Liu 0003, Sam Michiels, Nelson Souto Rosa, Huynh Nguyen Bao Phuong, Danny Hughes 0001 |
MobiQuitous (2) | 5 |
| 2023 | Demo Abstract: FreeBot, a Battery-Free Swarm Robotics PlatformabstractA growing range of networked embedded devices are moving away from batteries and towards super-capacitor charge storage. However, mobile robots remain largely dependent upon batteries with slow recharge cycles and limited lifetimes. In this demonstration paper, we introduce a novel battery-free platform for swarm robotics which features: 24 minutes of operation running at its top speed of 1.24 km/h, a carrying capacity of over 2.5kg, full recharge cycles of under 12 seconds and rapid peer-to-peer charge transfer or trophallaxis in the field. This is supported by an nRF52840 Cortex-M4F equipped with BLE/ANT/802.15.4 transceiver. Notably, while the autonomy of FreeBots is limited compared to battery-powered robots, their operational vs charging duty-cycle is significantly higher at over 99%. Mengyao Liu 0003, Fan Yang 0051, Sam Michiels, Tom Van Eyck, Danny Hughes 0001, Said Alvarado-Marin, Filip Maksimovic, Thomas Watteyne |
SenSys | 1 |
| 2022 | BoboLink: Low Latency and Low Power Communication for Intelligent EnvironmentsabstractIntelligent Environments (IEs) enrich the physical world by connecting it to software applications in order to increase user comfort, safety and efficiency. IEs are often supported by wireless networks of smart sensors and actuators, which offer multi-year battery life within small packages. However, existing radio mesh networks suffer from high latency, which precludes their use in many user interface systems such as real-time speech, touch or positioning. While recent advances in optical networks promise low end-to-end latency through symbol-synchronous transmission, current approaches are power hungry and therefore cannot be battery powered. We tackle this problem by introducing BoboLink, a mesh network that delivers low-power and low-latency optical networking through a combination of symbol-synchronous transmission and a novel wake-up technology. BoboLink delivers mesh-wide wake-up in 1.13ms, with a quiescent power consumption of 237µW. This enables building-wide human computer interfaces to be seamlessly delivered using wireless mesh networks for the first time. Mengyao Liu 0003, Jonathan Oostvogels, Sam Michiels, Wouter Joosen, Danny Hughes 0001 |
Intelligent Environments | 1 |
| 2022 | BaMbI, a battery free and energy harvesting smartphoneabstractThe short lifespan of conventional smartphone batteries leads to toxic waste and increases replacement costs. In addition, contemporary devices require reliable electrical infrastructure which remains unavailable in major parts of the developing world. To address these problems, we propose a BAttery-free Mobile Interactive device (BaMbI), which aims to offer a scaled down set of smartphone features. BaMbI is based around an ARM Cortex M33 module with integrated LTE-M. In place of a battery, BaMbI uses a solar panel and an array of super-capacitors that offer sustainable operation and that can be fully charged in under one minute when mains power becomes available. Shuaibu Musa Adam, Ashok Samraj Thangarajan, Mengyao Liu 0003, Danny Hughes 0001, Ka Lok Man |
MobiSys | 3 |