Rui Liu

58 papers · 2017–2026 · 16 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) 🏃 Academic Marathon (8) 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (16) 🔬 Deep Specialist (12) 🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion (3) 🗃️ Keyword Collector (259) 🚀 Conference Pioneer 💎 Century Club (52) 🔥 Unstoppable (9) 📈 Trend Setter ⚡ Prolific Year (7)

Conferences

AAAI (11) INTERSPEECH (7) CVPR (6) ICCV (6) EMNLP (5) ICML (5) IJCAI (4) NIPS (3) ACL (2) COLING (2) IJCNLP (2) ACML (1) ECCV (1) ICLR (1) NAACL (1) OSDI (1)

Top co-authors

Haizhou Li (9) Wenguan Wang (7) Yi Yang (7) Weiping Wang (6) Zheng Lin (6) Guanglai Gao (5) hongsheng Li (5) Barzan Mozafari (4) Xiaogang Wang (4) Berrak Sisman (3)

Keywords

vision-language navigation (4) large language model (4) multimodal learning (4) speech synthesis (4) domain adaptation (3) contrastive learning (3) conversational speech synthesis (3) emotion recognition (3) neural network (3) aspect-based sentiment (2) communication efficiency (2) affective computing (2) speech generation (2) multi-task learning (2) latent space (2) speech emotion recognition (2) sentiment classification (2) depth estimation (2) scene understanding (2) model compression (2)

Papers

What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions AAAI 2026

Codebook-Centric Deep Hashing: End-to-End Joint Learning of Semantic Hash Centers and Neural Hash Function AAAI 2026

VBF++: Variational Bayesian Fusion with Context-Aware Priors and Recommendation-Guided Adversarial Refinement for Multimodal Video Recommendation AAAI 2026

Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning AAAI 2026

MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement AAAI 2026

MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization AAAI 2026

3D Gaussian Map with Open-Set Semantic Grouping for Vision-Language Navigation ICCV 2025

Underwater Visual SLAM with Depth Uncertainty and Medium Modeling ICCV 2025

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech AAAI 2025

Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025

Scene Map-based Prompt Tuning for Navigation Instruction Generation CVPR 2025

Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis EMNLP 2025

LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025

Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025

OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition ICML 2025

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025

RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-horizon Robot Demonstration ICCV 2025

Infrared Small Target Detection with Scale and Location Sensitivity CVPR 2024

Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling AAAI 2024

Vision-Language Navigation with Energy-Based Policy NIPS 2024

FluentEditor: Text-based Speech Editing by Considering Acoustic and Prosody Consistency INTERSPEECH 2024

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge INTERSPEECH 2024

Volumetric Environment Representation for Vision-Language Navigation CVPR 2024

Navigation Instruction Generation with BEV Perception and Large Language Models ECCV 2024

Bird's-Eye-View Scene Graph for Vision-Language Navigation ICCV 2023

Coverage-centric Coreset Selection for High Pruning Rates ICLR 2023

Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion INTERSPEECH 2023

Explicit Intensity Control for Accented Text-to-speech INTERSPEECH 2023

AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023

Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022

Transformer with Memory Replay AAAI 2022

Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection COLING 2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers ICML 2022

Communication-efficient Distributed Learning for Large Batch Optimization ICML 2022

Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022

Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning INTERSPEECH 2022

FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting ICCV 2021

Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph IJCNLP 2021

Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability INTERSPEECH 2021

SSMF: Shifting Seasonal Matrix Factorization NIPS 2021

DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021

Temporal Difference Learning as Gradient Splitting ICML 2021

Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph ACL 2021

HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning AAAI 2021

Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ICCV 2021

StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching CVPR 2020

HyperNews: Simultaneous News Recommendation and Active-Time Prediction via a Double-Task Deep Neural Network IJCAI 2020

Adam with Bandit Sampling for Deep Learning NIPS 2020

Efficient Attention Calibration Network for Real-Time Semantic Segmentation ACML 2020

Conditional Adversarial Generative Flow for Controllable Image Synthesis CVPR 2019

Ranking and Sampling in Open-Domain Question Answering EMNLP 2019

VEST: A System for Vulnerability Exploit Scoring & Timing IJCAI 2019

A Bandit Approach to Maximum Inner Product Search AAAI 2019

Ranking and Sampling in Open-Domain Question Answering IJCNLP 2019

A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018

Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018

Improving Mongolian Phrase Break Prediction by Using Syllable and Morphological Embeddings with BiLSTM Model INTERSPEECH 2018

Structural Embedding of Syntactic Trees for Machine Comprehension EMNLP 2017