Zhenning Shi

5 papers · 2024–2026 · 4 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 (17)

Venues

EMNLP (2) CVPR (1) NeurIPS (1) NSDI (1)

Top co-authors

Yijia Zhu (3) Qing Li (3) Yong Jiang (3) Guorui Xie (2) Junhan Shi (2) Haotian Zhang (2) Changsheng Dong (1) Siwei Ma (1) Jiaqi Zhang (1) Yixin Yu (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Computer Vision (2) Models (2) Processing (2) Computer Science (1) Machine Learning (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Systems (1) Techniques (1)

Keywords

unsupervised learning (1) image restoration (1) self-supervised learning (1) attention mechanism (1) chain-of-thought reasoning (1) confidence calibration (1) adaptive sampling (1) computational efficiency (1) image processing (1) collaborative inference (1) denoising diffusion (1) inference efficiency (1) speculative decoding (1) data plane (1) traffic analysis (1) side-channel attack (1) residual learning (1) reverse diffusion (1) entropy model (1) reasoning efficiency (1)

Papers

Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation NSDI 2026 Parallax to Align Them All: An OmniParallax Attention Mechanism for Distributed Multi-View Image Compression CVPR 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 Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise NeurIPS 2024