Liqiang Nie

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning

arXiv 2026

AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

arXiv 2026

NTIRE 2026 Challenge on Video Saliency Prediction: Methods and Results

arXiv 2026

A Comprehensive Survey on Composed Image Retrieval

arXiv 2025

$\text{R}^2\text{ec}$: Towards Large Recommender Models with Reasoning

arXiv 2025

Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts

arXiv 2025

Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation

CVPR 2025 1

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers

ICCV 2025

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant

CVPR 2025 1

CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification

arXiv 2025

Parallel Test-Time Scaling for Latent Reasoning Models

arXiv 2025

Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy

CVPR 2025 1

MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution

arXiv 2025

FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval

arXiv 2025

Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis

arXiv 2025

Open Multimodal Retrieval-Augmented Factual Image Generation

arXiv 2025

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks

arXiv 2024

SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation

arXiv 2024

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning

arXiv 2024

Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning

arXiv 2024

Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding

arXiv 2024

Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue

arXiv 2024

GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians

CVPR 2024 1

GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis

CVPR 2024 1

UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models

arXiv 2023

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation

arXiv 2023