conftrace_

Yichen Zhu

26 papers · 2018–2025 · 9 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (12)
🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🔥 Unstoppable (5) 💎 Century Club (26) Prolific Year (10) 🗃️ Keyword Collector (110)

Conferences

NIPS (5) ICML (4) IJCAI (4) AAAI (3) ICCV (3) CVPR (2) ECCV (2) EMNLP (2) CORL (1)

Papers

DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression ICML 2025 CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance ICCV 2025 DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control CORL 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 Active Multimodal Distillation for Few-shot Action Recognition IJCAI 2025 ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model EMNLP 2025 EPSD: Early Pruning with Self-Distillation for Efficient Model Compression AAAI 2024 Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective AAAI 2024 Safety of Multimodal Large Language Models on Images and Text IJCAI 2024 Action Imitation in Common Action Space for Customized Action Image Synthesis NIPS 2024 Retrieval-Augmented Embodied Agents CVPR 2024 RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024 Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024 Any2Policy: Learning Visuomotor Policy with Any-Modality NIPS 2024 EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching NIPS 2024 MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models ECCV 2024 3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding EMNLP 2023 ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector CVPR 2023 Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding ICCV 2023 Prediction with Incomplete Data under Agnostic Mask Distribution Shift IJCAI 2023 Label-Guided Auxiliary Training Improves 3D Object Detector ECCV 2022 Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation NIPS 2022 Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021 LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs IJCAI 2019 Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis ICML 2018 Nonoverlap-Promoting Variable Selection ICML 2018