78 citations · 378 across the 37 of their papers we have counts for
6 papers · 1 filter
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
Yanjing Li, Sheng Xu, Baochang Zhang +3
The large pre-trained vision transformers (ViTs) have demonstrated remarkable performance on various visual tasks, but suffer from expensive computational and memory cost problems…
Network Topology Inference based on Timing Meta-Data
Wenbo Du, Tao Tan, Haijun Zhang +3
Consider a processor having access only to meta-data consisting of the timings of data packets and acknowledgment (ACK) packets from all nodes in a network. The meta-data report th…
IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors
Sheng Xu, Yanjing Li, Bohan Zeng +5
Knowledge distillation (KD) has been proven to be useful for training compact object detection models. However, we observe that KD is often effective when the teacher model and stu…
Quantum-Secured Space-Air-Ground Integrated Networks: Concept, Framework, and Case Study
Minrui Xu, Dusit Niyato, Zehui Xiong +4
In the upcoming 6G era, existing terrestrial networks have evolved toward space-air-ground integrated networks (SAGIN), providing ultra-high data rates, seamless network coverage,…
Semantic Communication Meets Edge Intelligence
Wanting Yang, Zi Qin Liew, Wei Yang Bryan Lim +5
The development of emerging applications, such as autonomous transportation systems, are expected to result in an explosive growth in mobile data traffic. As the available spectrum…
Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven
Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato +4
Dubbed "the successor to the mobile Internet", the concept of the Metaverse has recently exploded in popularity. While there exists lite versions of the Metaverse today, we are sti…