Yijia Zhu

3 papers · 2025–2026 · 2 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 (12)

Venues

EMNLP (2) NSDI (1)

Top co-authors

Zhenning Shi (3) Qing Li (3) Yong Jiang (3) Guorui Xie (2) Junhan Shi (2) Yi Xie (1) Dan Zhao (1) Haotian Zhang (1) Kejun Li (1) Sebastiano Miano (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Science (1) Deep Learning (1) Machine Learning (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

unsupervised learning (1) self-supervised learning (1) chain-of-thought reasoning (1) confidence calibration (1) adaptive sampling (1) computational efficiency (1) collaborative inference (1) inference efficiency (1) speculative decoding (1) data plane (1) traffic analysis (1) side-channel attack (1) reasoning efficiency (1) step-level verification (1) reasoning under uncertainty (1) llm inference (1) inference latency reduction (1) packet fragmentation (1) network obfuscation (1) bandwidth overhead (1)

Papers

Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation NSDI 2026 Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025 SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration EMNLP 2025