Yuchen Liu

53 papers · 2019–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (103) 🏆 Grand Slam 🤝 Dynamic Duo (10) 🧬 Topic Evolution 🗃️ Keyword Collector (245) 💎 Century Club (49) 🔥 Unstoppable (8) ⚡ Prolific Year (14)

Conferences

ICCV (8) AAAI (7) CVPR (6) ECCV (6) ACL (5) EMNLP (4) NIPS (4) INTERSPEECH (3) NAACL (3) ICLR (2) IJCNLP (2) COLING (1) ICML (1) WACV (1)

Top co-authors

Wenrui Dai (10) Hongkai Xiong (10) Chengqing Zong (9) Jiajun Zhang (6) Chenglin Li (6) Lingjuan Lyu (5) Yabo Chen (5) Yaoming Wang (5) Yan Kang (5) Zhe Lin (5)

Keywords

knowledge distillation (5) neural machine translation (5) multimodal learning (4) automatic speech recognition (4) emotion recognition (4) attention mechanism (3) image generation (3) model compression (3) interactive decoding (3) neural network (3) machine translation (3) video generation (3) diffusion model (3) federated learning (3) speech translation (3) pet imaging (2) catastrophic forgetting (2) efficient computing (2) few-shot learning (2) continual learning (2)

Papers

S²HyRec: Self-Supervised Hypergraph Sequential Recommendation AAAI 2026

State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026

Seeing is Believing (and Predicting): Context-Aware Multi-Human Behavior Prediction with Vision Language Models WACV 2026

From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks AAAI 2026

PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026

Personalized Federated Learning under Local Supervision ICCV 2025

X-Fusion: Introducing New Modality to Frozen Large Language Models ICCV 2025

Rethinking Repetition Problems of LLMs in Code Generation ACL 2025

Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning AAAI 2025

Investigating Hallucinations in Simultaneous Machine Translation: Knowledge Distillation Solution and Components Analysis NAACL 2025

METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models ICCV 2025

SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images ICCV 2025

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization ICCV 2025

Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks ICCV 2025

F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation NAACL 2024

Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024

FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NIPS 2024

Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024

NovelTrans: System for WMT24 Discourse-Level Literary Translation EMNLP 2024

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NIPS 2024

Detecting, Explaining, and Mitigating Memorization in Diffusion Models ICLR 2024

Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models CVPR 2024

Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-Spoofing ECCV 2024

DomainFusion: Generalizing To Unseen Domains with Latent Diffusion Models ECCV 2024

Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection ECCV 2024

SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024

Personalized Residuals for Concept-Driven Text-to-Image Generation CVPR 2024

MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models NIPS 2024

Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting ICML 2023

Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023

Improving Training and Inference of Face Recognition Models via Random Temperature Scaling AAAI 2023

BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging ICLR 2023

Towards Unsupervised Domain Generalization for Face Anti-Spoofing ICCV 2023

Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs EMNLP 2023

Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023

Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022

M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022

DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis COLING 2022

Source-Free Domain Adaptation with Contrastive Domain Alignment and Self-Supervised Exploration for Face Anti-Spoofing ECCV 2022

3D-FM GAN: Towards 3D-Controllable Face Manipulation ECCV 2022

SdAE: Self-Distillated Masked Autoencoder ECCV 2022

CalFAT: Calibrated Federated Adversarial Training with Label Skewness NIPS 2022

CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment INTERSPEECH 2022

Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition INTERSPEECH 2022

Content-Aware GAN Compression CVPR 2021

MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation IJCNLP 2021

MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation ACL 2021

Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021

Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 2020

CASIA’s System for IWSLT 2020 Open Domain Translation ACL 2020

Synchronously Generating Two Languages with Interactive Decoding IJCNLP 2019

End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019

Synchronously Generating Two Languages with Interactive Decoding EMNLP 2019