Ting Cao
11 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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Core AI · Artificial Intelligence
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Optimization & Theory · Deep Learning
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Optimization & Theory · Machine Learning
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Computer Vision
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Speech & Audio
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Core AI · Computer Vision
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model compression
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large language model
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weight quantization
(3)
neural architecture search
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knowledge distillation
(2)
model quantization
(2)
efficient inference
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latency optimization
(2)
hardware acceleration
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inference optimization
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hardware-aware optimization
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second-order optimization
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real-time processing
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state space model
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vector quantization
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question answering
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efficient computing
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transfer learning
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edge computing
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vision-language model
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Papers
AVA: Towards Agentic Video Analytics with Vision Language Models
NSDI 2026
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
ACL 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
ICCV 2025
AFPQ: Asymmetric Floating Point Quantization for LLMs
ACL 2024
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
ACL 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
OSDI 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search
NSDI 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
EMNLP 2024
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
Interspeech 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
ICCV 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
ICCV 2023