6 citations
- University of Chinese Academy of SciencesCN7 papers
- Tsinghua UniversityCN5 papers
- Chinese Academy of SciencesCN4 papers
- Cornell UniversityUS4 papers
- Fudan UniversityCN4 papers
- Monash UniversityAU4 papers
- Peking UniversityCN4 papers
- Rutherford Appleton LaboratoryGB4 papers
- Zhejiang UniversityCN4 papers
- Beihang UniversityCN3 papers
- California Institute of TechnologyUS3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
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cs.LG2026
LMM-IR: Large-Scale Netlist-Aware Multimodal Framework for Static IR-Drop Prediction
Kai Ma, Zhen Wang, Hongquan He +3
Static IR drop analysis is a fundamental and critical task in the field of chip design. Nevertheless, this process can be quite time-consuming, potentially requiring several hours.…
cs.LG2026★ 1 cited
Quantitative Error Feedback for Quantization Noise Reduction of Filtering over Graphs
Xue Xian Zheng, Weihang Liu, Xin Lou +2
This paper introduces an innovative error feedback framework designed to mitigate quantization noise in distributed graph filtering, where communications are constrained to quantiz…
cs.LG2026
The Two-Stage Decision-Sampling Hypothesis: Understanding the Emergence of Self-Reflection in RL-Trained LLMs
Zibo Zhao, Yuanting Zha, Haipeng Zhang +1
Self-reflection capabilities emerge in Large Language Models after RL post-training, with multi-turn RL achieving substantial gains over SFT counterparts. Yet the mechanism of how…