Liqiang Nie

105 papers · 2012–2026 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (13) 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (13) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🏆 Grand Slam 🤝 Dynamic Duo (13) 🔬 Deep Specialist (26) 🔥 Unstoppable (11) 🗃️ Keyword Collector (54) 🚀 Conference Pioneer ⚡ Prolific Year (27) ❓ The Questioner (2) 💎 Century Club (100)

Conferences

ACL (19) CVPR (18) IJCAI (18) AAAI (11) ICML (9) NIPS (8) EMNLP (6) ICCV (6) ICLR (3) COLING (2) ECCV (2) IJCNLP (2) COLT (1)

Top co-authors

Tat-Seng Chua (13) Rui Shao (13) Xuemeng Song (12) Gongwei Chen (10) Weili Guan (10) Jianlong Wu (9) Shengping Zhang (8) Min Zhang (8) Tian Gan (7) Miao Zhang (7)

Keywords

multimodal learning (18) large language model (17) multimodal large language model (8) reinforcement learning (7) contrastive learning (6) knowledge distillation (6) video understanding (6) model compression (6) representation learning (5) diffusion model (4) visual question answering (4) dialogue system (4) graph neural network (4) knowledge graph (3) mixture of expert (3) instruction tuning (3) vision-language model (3) attention mechanism (3) semi-supervised learning (3) domain adaptation (3)

Papers

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

SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026

Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation AAAI 2026

Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding AAAI 2026

Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters ICML 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

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

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

Social Debiasing for Fair Multi-modal LLMs ICCV 2025

Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025

Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025

SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025

3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models ICLR 2025

STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization ICML 2025

Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin ICML 2025

Generative Agents for Multimodal Controversy Detection IJCAI 2025

A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025

Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024

Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024

MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024

Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NIPS 2024

GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding ICML 2024

Boosting Transferability and Discriminability for Time Series Domain Adaptation NIPS 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

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024

High-Resolution Image Harmonization with Adaptive-Interval Color Transformation NIPS 2024

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024

Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering ICML 2024

Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024

Distillation Enhanced Generative Retrieval ACL 2024

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ACL 2024

Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024

LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ACL 2024

RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models ICML 2024

LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 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

Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024

Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024

Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization NIPS 2024

To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation NIPS 2024

Revisiting Context Aggregation for Image Matting ICML 2024

Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ACL 2023

CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023

CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset CVPR 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

RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search IJCAI 2023

Interactive Object Placement with Reinforcement Learning ICML 2023

Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection AAAI 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

MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022

Lipschitz Continuity Retained Binary Neural Network ECCV 2022

Network Binarization via Contrastive Learning ECCV 2022

Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation CVPR 2022

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022

Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022

Graph Contrastive Clustering ICCV 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 ACL 2021

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training IJCNLP 2021

Lipschitz Continuity Guided Knowledge Distillation 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 EMNLP 2019

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding IJCNLP 2019

Explicit Interaction Model towards Text Classification AAAI 2019

SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018

Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018

A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018

Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018

Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ACL 2018

Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution IJCAI 2017

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR 2017

Exploiting Music Play Sequence for Music Recommendation IJCAI 2017

Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media 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

The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval COLING 2012

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification COLING 2012