Skip to content
conftrace_

Liqun Cheng

4 papers · 2021–2025 · 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

Jump to papers ↓
🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

AutoML (1) CVPR (1) ICCV (1) NSDI (1)

Top co-authors

Andrew Li (3) Sheng Li (3) Yun Ni (2) Gang Wu (2) Ruoming Pang (1) Neal Cardwell (1) Martin G Dixon (1) Minlan Yu (1) Ramesh Govindan (1) Jan Kopanski (1)

Research topics

Machine Learning (4) Deep Learning (3) Optimization & Theory · Machine Learning (3) Application Areas (2) Architectures (2) Artificial Intelligence (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

neural architecture search (2) model scaling (2) performance optimization (1) knowledge distillation (1) efficient inference (1) efficient computing (1) progressive learning (1) convolutional neural network (1) pre-trained model (1) datacenter network (1) datacenter networking (1) task scheduling (1) traffic engineering (1) bandwidth optimization (1) load balancing (1) workload placement (1) network latency (1) resource optimization (1) distributed storage (1) latency optimization (1)

Papers

Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025 FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search AutoML 2024 TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023 Searching for Fast Model Families on Datacenter Accelerators CVPR 2021