PPaperPicks

Si Liu

Beihang University, School of Computer Science and Engineering, Beijing Key Laboratory of Digital Media, China

47 papers at tracked venues · 38 at CORE A* · active 2024–2026

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Venues

CVPR ×9ACM MM ×8ICLR ×7NeurIPS ×6ECCV ×5AAAI ×4ICCV ×3ACL ×1EMNLP ×1ICRA ×1IROS ×1MICCAI ×1

Frequent coauthors

Jingqiu Zhou
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Jiahui Fu
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Hongyu Li
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Shaofei Huang
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Songhao Han
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Luting Wang
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Xiangyu Wang
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Shichen Lu
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Jinyu Chen
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Weikang Shi
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Qixin Sun
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Ziqin Wang
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Papers

  1. AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue
    AAAI 2026 ·
    Jinyu Chen
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  2. MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
    ACL 2026 ·
    Weikang Shi
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  3. VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
    AAAI 2026 ·
    Qixin Sun
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  4. 'Hi AirStar, Guide Me to the Badminton Court.'
    ACM MM 2025 ·
    Ziqin Wang
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  5. AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation
    ACM MM 2025 ·
    Ruipu Wu
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  6. CoST: Efficient Collaborative Perception from Unified Spatiotemporal Perspective
    ICCV 2025 ·
    Zongheng Tang
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  7. DOMR: Establishing Cross-View Segmentation via Dense Object Matching
    ACM MM 2025 ·
    Jitong Liao
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  8. FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering
    CVPR 2025 ·
    Jingqiu Zhou
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  9. GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance
    AAAI 2025 ·
    Jingqiu Zhou
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  10. Generative Map Priors for Collaborative BEV Semantic Segmentation
    CVPR 2025 ·
    Jiahui Fu
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  11. Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs
    ICCV 2025 ·
    Zitian Wang
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  12. LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
    ICLR 2025 ·
    Fangxun Shu
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  13. LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
    CVPR 2025 ·
    Hongyu Li
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  14. Mixture Compressor for Mixture-of-Experts LLMs Gains More
    ICLR 2025 ·
    Wei Huang
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  15. Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
    ICLR 2025 ·
    Zihan Ding
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  16. RATopo: Improving Lane Topology Reasoning via Redundancy Assignment
    ACM MM 2025 ·
    Han Li
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  17. Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
    CVPR 2025 ·
    Shaofei Huang
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  18. RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation
    NeurIPS 2025 ·
    Songhao Han
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  19. RoboSoft'25: The 1st International Workshop on Vision-Language in Soft Robot
    ACM MM 2025 ·
    Ziyu Wei
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  20. Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology
    NeurIPS 2025 ·
    Luting Wang
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  21. Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology
    ICLR 2025 ·
    Xiangyu Wang
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  22. UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
    NeurIPS 2025 ·
    Xiangyu Wang
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  23. Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation
    AAAI 2025 ·
    Shaofei Huang
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  24. ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
    EMNLP 2025 ·
    Shichen Lu
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  25. Video2BEV: Transforming Drone Videos to BEVs for Video-Based Geo-Localization
    ICCV 2025 ·
    Hao Ju
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  26. VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
    CVPR 2025 ·
    Songhao Han
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  27. Asynchronous Large Language Model Enhanced Planner for Autonomous Driving
    ECCV 2024 ·
    Yuan Chen
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  28. AutoVP: An Automated Visual Prompting Framework and Benchmark
    ICLR 2024 ·
    Hsi-Ai Tsao
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  29. Collaborative Training of Tiny-Large Vision Language Models
    ACM MM 2024 ·
    Shichen Lu
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  30. Controllable Navigation Instruction Generation with Chain of Thought Prompting
    ECCV 2024 ·
    Xianghao Kong
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  31. CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
    NeurIPS 2024 ·
    Jiawei Gao
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  32. Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
    CVPR 2024 ·
    Runze He
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  33. Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding
    ACM MM 2024 ·
    Hongyu Li
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  34. EASE-DETR: Easing the Competition among Object Queries
    CVPR 2024 ·
    Yulu Gao
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  35. Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object Detection
    ICRA 2024 ·
    Jiahui Fu
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  36. FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis
    ECCV 2024 ·
    Linjiang Huang
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  37. GPD-VVTO: Preserving Garment Details in Video Virtual Try-On
    ACM MM 2024 ·
    Yuanbin Wang
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  38. Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection
    ECCV 2024 ·
    Xingyu Peng
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  39. Image Understanding Makes for A Good Tokenizer for Image Generation
    NeurIPS 2024 ·
    Luting Wang
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  40. LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction
    ECCV 2024 ·
    Penghui Du
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  41. Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection
    CVPR 2024 ·
    Jiaming Li
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  42. Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
    NeurIPS 2024 ·
    Le Zhuo
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  43. Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation
    MICCAI 2024 ·
    Hairong Shi
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  44. Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
    ICLR 2024 ·
    Zeren Chen
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  45. ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
    ICLR 2024 ·
    Bo Zhang
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  46. Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator
    IROS 2024 ·
    Donglin Yang
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  47. SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection
    CVPR 2024 ·
    Gang Zhang
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