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← Authors

Li Erran Li

28 papers · 2015–2025 · 12 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (59)
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (28) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (123)

Conferences

CVPR (8) ICLR (4) CORL (2) EMNLP (2) ICCV (2) ICML (2) NAACL (2) NIPS (2) AAAI (1) ECCV (1) INTERSPEECH (1) NSDI (1)

Top co-authors

Mohamed Elhoseiny (5) Deyao Zhu (3) Xiong Zhou (3) Min Bai (3) Shiji Song (2) Yifei Zhou (2) Sergey Levine (2) Zhiting Hu (2) Pengzhan Sun (2) Xiaolong Wang (2)

Keywords

autonomous driving (4) depth estimation (2) behavior cloning (2) visual question answering (2) image captioning (2) trajectory prediction (2) multimodal learning (2) policy learning (2) 3d object detection (2) large language model (2) feature learning (2) imitation learning (1) contrastive learning (1) sim-to-real transfer (1) image generation (1) 3d reconstruction (1) causal inference (1) multi-task learning (1) vision transformer (1) image classification (1)

Papers

On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025 Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents ICML 2025 Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents ICLR 2025 Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making NIPS 2024 ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024 SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling ECCV 2024 Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024 For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023 GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields CORL 2023 Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning ICLR 2023 HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models ICCV 2023 Policy Adaptation From Foundation Model Feedback CVPR 2023 Vision Transformer With Deformable Attention CVPR 2022 A Causal Lens for Controllable Text Generation NIPS 2021 Motion Forecasting with Unlikelihood Training in Continuous Space CORL 2021 Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary Lidar and Radar Signals CVPR 2021 StruMonoNet: Structure-Aware Monocular 3D Prediction CVPR 2021 3D Object Detection With Pointformer CVPR 2021 Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021 Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving ICCV 2021 HalentNet: Multimodal Trajectory Forecasting with Hallucinative Intents ICLR 2021 Disentangled Recurrent Wasserstein Autoencoder ICLR 2021 Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models INTERSPEECH 2021 Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA NAACL 2021 Train in Germany, Test in the USA: Making 3D Object Detectors Generalize CVPR 2020 Deep Stereo Using Adaptive Thin Volume Representation With Uncertainty Awareness CVPR 2020 CellIQ : Real-Time Cellular Network Analytics at Scale NSDI 2015