3 papers
cs.CR2026
Inevitable Encounters: Backdoor Attacks Involving Lossy Compression
Qian Li, Yunuo Chen, Yuntian Chen
Real-world backdoor attacks often require poisoned datasets to be stored and transmitted before being used to compromise deep learning systems. However, in the era of big data, the…
cs.SE2026
SeqTG: Scalable Combinatorial Test Generation via Sequential Integer Linear Programming
Sitong Yang, Wanying Bao, Yinyin Song +3
Combinatorial Testing (CT) is essential for detecting interaction-triggered faults, yet generating minimal Covering Arrays under complex constraints remains an unresolved NP-hard c…
cs.CV2025
S2CFormer: Revisiting the RD-Latency Trade-off in Transformer-based Learned Image Compression
Yunuo Chen, Qian Li, Bing He +6
Transformer-based Learned Image Compression (LIC) suffers from a suboptimal trade-off between decoding latency and rate-distortion (R-D) performance. Moreover, the critical role of…