1 citations · 1 across the 7 of their papers we have counts for
7 papers
Unifying Detection and Adaptation in Task-Free Continual Learning
Dezheng Han, Anbang Zhang, Zhihao Zhu +1
To mitigate catastrophic forgetting in downstream continual learning (CL) for large language models (LLMs), existing methods typically constrain parameter updates or introduce task…
Topology-Masked Unified Backbone for Joint Feature Interaction and Multi-Domain Sequence Modeling
Zhihao Zhu, Dezheng Han, Jikang Xia +1
Large-scale post-click conversion rate (CVR) prediction requires jointly modeling heterogeneous feature interactions and dependencies over multi-domain user behavior sequences. Exi…
OptiVote: Non-Coherent FSO Over-the-Air Majority Vote for Communication-Efficient Distributed Federated Learning in Space Data Centers
Anbang Zhang, Chenyuan Feng, Wai Ho Mow +4
The rapid deployment of mega-constellations is driving the long-term vision of space data centers (SDCs), where interconnected satellites form in-orbit distributed computing and le…
Spectral Efficiency-Aware Codebook Design for Task-Oriented Semantic Communications
Anbang Zhang, Shuaishuai Guo, Chenyuan Feng +3
Digital task-oriented semantic communication (ToSC) aims to transmit only task-relevant information, significantly reducing communication overhead. Existing ToSC methods typically…
Less Signals, More Understanding: Channel-Capacity Codebook Design for Digital Task-Oriented Semantic Communication
Anbang Zhang, Shuaishuai Guo, Chenyuan Feng +4
Discrete representation has emerged as a powerful tool in task-oriented semantic communication (ToSC), offering compact, interpretable, and efficient representations well-suited fo…
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired
Ruxiao Chen, Dezheng Han, Wenjie Han +1
Assistive systems for visually impaired individuals must deliver rapid, interpretable, and adaptive feedback to facilitate real-time navigation. Current approaches face a trade-off…