conftrace_

Peijie Dong

20 papers · 2023–2025 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+9 more ↓ 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6)
🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (33) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (15) πŸ† Grand Slam πŸ’Ž Century Club (20) πŸ—ƒοΈ Keyword Collector (61) ❓ The Questioner (2) ⚑ Prolific Year (12)

Conferences

ECCV (4) NIPS (4) EMNLP (3) ICML (3) AAAI (2) ICCV (2) CVPR (1) ICLR (1)

Papers

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs ICLR 2025 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024 AttnZero: Efficient Attention Discovery for Vision Transformers ECCV 2024 Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search ECCV 2024 Auto-DAS: Automated Proxy Discovery for Training-free Distillation-aware Architecture Search ECCV 2024 LongGenBench: Long-context Generation Benchmark EMNLP 2024 LPZero: Language Model Zero-cost Proxy Search from Zero EMNLP 2024 Multi-Task Domain Adaptation for Language Grounding with 3D Objects ECCV 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NIPS 2024 Should We Really Edit Language Models? On the Evaluation of Edited Language Models NIPS 2024 Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models NIPS 2024 Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models ICML 2024 DetKDS: Knowledge Distillation Search for Object Detectors ICML 2024 KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs NIPS 2023 DisWOT: Student Architecture Search for Distillation WithOut Training CVPR 2023 EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023 Automated Knowledge Distillation via Monte Carlo Tree Search ICCV 2023