Liqiang Nie

Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation AAAI 2026 Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding AAAI 2026 TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026 D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026 TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval ACL 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records ACL 2026 SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026 Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ACL 2026 SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025 FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025 Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025 Social Debiasing for Fair Multi-modal LLMs ICCV 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models EMNLP 2025 ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching AAAI 2025 Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025 GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025 HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025 CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ACL 2025 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin ICML 2025 Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters ICML 2025 STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization ICML 2025 TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models ICLR 2025 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025 A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions COLT 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025 Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NIPS 2024 MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024 Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024 Boosting Transferability and Discriminability for Time Series Domain Adaptation NIPS 2024 To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation NIPS 2024 Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization NIPS 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024 LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ACL 2024 Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024 Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ACL 2024 Distillation Enhanced Generative Retrieval ACL 2024 LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024 GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians CVPR 2024 Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024 DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation CVPR 2024 Discriminative Probing and Tuning for Text-to-Image Generation CVPR 2024 GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis CVPR 2024 Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024 GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding ICML 2024 Revisiting Context Aggregation for Image Matting ICML 2024 RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models ICML 2024 Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024 Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering ICML 2024 High-Resolution Image Harmonization with Adaptive-Interval Color Transformation NIPS 2024 RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search IJCAI 2023 CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset CVPR 2023 CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023 Interactive Object Placement with Reinforcement Learning ICML 2023 Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection AAAI 2023 An Empirical Study of Frame Selection for Text-to-Video Retrieval EMNLP 2023 Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023 Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023 Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation ACL 2023 Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ACL 2023 MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022 Network Binarization via Contrastive Learning ECCV 2022 Lipschitz Continuity Retained Binary Neural Network ECCV 2022 Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation CVPR 2022 REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training ACL 2021 AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss IJCAI 2021 REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training IJCNLP 2021 Lipschitz Continuity Guided Knowledge Distillation ICCV 2021 Graph Contrastive Clustering ICCV 2021 Auxiliary Template-Enhanced Generative Compatibility Modeling IJCAI 2020 Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding IJCNLP 2019 Explicit Interaction Model towards Text Classification AAAI 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018 Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ACL 2018 SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media IJCAI 2017 SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR 2017 Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution IJCAI 2017 Exploiting Music Play Sequence for Music Recommendation IJCAI 2017 What Does Social Media Say about Your Stress? IJCAI 2016 Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search IJCAI 2016 Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning IJCAI 2015 Action2Activity: Recognizing Complex Activities from Sensor Data IJCAI 2015 A Semi-Supervised Bayesian Network Model for Microblog Topic Classification COLING 2012 The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval COLING 2012