← Authors

Dong Huang

32 papers · 2014–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (75) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (11) 🧬 Topic Evolution πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (146) πŸš€ Conference Pioneer πŸ’Ž Century Club (31) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter ⚑ Prolific Year (5)

Conferences

CVPR (9) AAAI (4) ICCV (4) ICML (3) NIPS (3) ACL (2) WACV (2) COLT (1) ECCV (1) EMNLP (1) ICLR (1) IJCAI (1)

Top co-authors

Heming Cui (5) Zeyi Huang (5) Yuhao Qing (5) Jie M. Zhang (3) Junwei Han (3) Eric P. Xing (3) Dingwen Zhang (3) Fernando De la Torre (3) Han Weng (3) Zechun Liu (2)

Keywords

model compression (4) large language model (4) code generation (4) video understanding (3) attention mechanism (3) mixture of regression (2) weight quantization (2) code optimization (2) convolutional neural network (2) execution time (2) heterogeneous datum (2) image classification (2) feature learning (2) 3d reconstruction (2) zero-shot learning (2) action recognition (2) object detection (2) adversarial training (2) pose estimation (2) memory usage (2)

Papers

DSCodeBench: A Realistic Benchmark for Data Science Code Generation AAAI 2026
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025
Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment AAAI 2025
FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining ACL 2025
CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ICML 2025
Sample Complexity of Correlation Detection in the Gaussian Wigner Model ICML 2025
Physical-Space Multi-Body Mesh Detection Achieved by Local Alignment and Global Dense Learning WACV 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code NIPS 2024
Adversarial Feature Map Pruning for Backdoor ICLR 2024
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NIPS 2024
Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs COLT 2024
Zero-Shot Model Diagnosis CVPR 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos ICCV 2023
Towards Building More Robust Models with Frequency Bias ICCV 2023
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021
Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
Large Norms of CNN Layers Do Not Hurt Adversarial Robustness AAAI 2021
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection NIPS 2020
Self-Challenging Improves Cross-Domain Generalization ECCV 2020
Multiple Anchor Learning for Visual Object Detection CVPR 2020
Improving Object Detection with Inverted Attention WACV 2020
Multi-View Clustering in Latent Embedding Space AAAI 2020
Person-in-WiFi: Fine-Grained Person Perception Using WiFi ICCV 2019
PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos CVPR 2018
Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images CVPR 2017
Self-paced Mixture of Regressions IJCAI 2017
Soft-Margin Mixture of Regressions CVPR 2017
Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces CVPR 2014