activity
20192026
most citedHow Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective

1 citations · 1 across the 9 of their papers we have counts for

collaborators

10 papers

cs.LG2026

Beyond the Matrix Sign: Quadratic Spectral Descent

Qiaozhe Zhang, Jun Sun, Yingzhuang Liu

Muon can be interpreted as optimizing a linear local objective over a spectral-norm ball. This gives a matrix-sign update that preserves the singular directions of the gradient and…

eess.SP2026

CMT-Aware Channel Modeling and Transmit-Power Minimization for Pinching-Antenna Systems

Chuang Luo, Gui Zhou, Vasilis K. Papanikolaou +2

This letter investigates transmit-power minimization for multiuser pinching-antenna system (PAS) from a coupled-mode-theory (CMT)-aware perspective. Existing CMT-based pinching ant…

cs.IT2026

Over-the-Air Interference Nulling Using Passive RIS for Two-Way K-User Interference Channel

Junzhi Wang, Jun Sun, Limin Liao +2

Interference constitutes the fundamental performance bottleneck in wireless networks. Meanwhile, reconfigurable intelligent surface (RIS) has emerged as a promising technique for i…

cs.IT2026

Over-the-Air Interference Nulling Using Active RIS

Junzhi Wang, Jun Sun, Limin Liao +2

Interference fundamentally limits the performance of dense wireless networks, and reconfigurable intelligent surfaces (RIS) have recently emerged as a promising means of enabling i…

eess.SP2026

Digital Self-Interference Cancellation in Full-Duplex Radios: A Fundamental Limit Perspective

Limin Liao, Jun Sun, Junzhi Wang +4

D-SIC is of crucial importance for the implementation of IBFD radios. Unfortunately, the achievable performance limit remains underexplored. To fill this gap, in this paper we aim…

eess.SP2025

When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework

Ji Wang, Bin Tang, Jian Xiao +3

As the real propagation environment becomes in creasingly complex and dynamic, millimeter wave beam prediction faces huge challenges. However, the powerful cross modal representati…