Guorui Xie

3 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) EMNLP (1) NSDI (1)

Top co-authors

Qing Li (3) Yong Jiang (3) Zhenning Shi (2) Yijia Zhu (2) Mingwei Xu (2) Gianni Antichi (1) Zhuochen Fan (1) Junhan Shi (1) Yi Xie (1) Haotian Zhang (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Computer Science (1) Deep Learning (1) Application Areas (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

unsupervised learning (1) self-supervised learning (1) confidence calibration (1) adaptive sampling (1) computational efficiency (1) data stream (1) frequency estimation (1) inference efficiency (1) data plane (1) sketch algorithm (1) traffic analysis (1) side-channel attack (1) reasoning efficiency (1) reasoning under uncertainty (1) llm inference (1) neural network correction (1) hand-crafted sketch (1) packet fragmentation (1) network obfuscation (1) bandwidth overhead (1)

Papers

Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation NSDI 2026 RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network AAAI 2026 Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025