Jun 1, 2026
SAIL paper accepted to Interspeech 2026
A SAIL paper was accepted to Interspeech 2026 as an oral presentation.
Interspeech 2026
News
Publication announcements from the five AAIG laboratories.
2026
May 1, 2026
SAIL paper accepted to ICML 2026
SAIL announced the acceptance of a paper to ICML 2026.
ICML 2026
Apr 1, 2026
SAIL paper accepted to Findings of ACL 2026
SAIL announced the acceptance of a paper to Findings of ACL 2026.
Findings of ACL 2026
Jan 1, 2026
Colla-Q: Toward Collaborative Experts in MoE Quantization via Minimax Precision Balancing
EMNLP 2026 publication from MMAI Lab.
EMNLP 2026
Jan 1, 2026
Layer-wise Curriculum Learning for Efficient LLM Compression
EMNLP 2026 publication from MMAI Lab.
EMNLP 2026
Jan 1, 2026
Re-calibrated Contrastive Loss for Transformation-Aware Prompt Conditioning in Vision-Language Models
BMVC 2026 publication from MMAI Lab.
BMVC 2026
Jan 1, 2026
Train Overcomplete, Deploy Compact: Scaling Recovery Capacity for Structured LLM Pruning
EMNLP 2026 publication from MMAI Lab.
EMNLP 2026
Jan 1, 2026
Disentangling Spurious Correlations in Vision-Language-Action Models via Predicting Domain-Invariant Latent Lookahead
Predicting domain-invariant latent lookahead to separate spurious correlations in vision-language-action models.
CoRL 2026
Jan 1, 2026
MicroVLA: Edge-Deployable Vision Language Action at 10M Parameters
An edge-deployable vision-language-action model for robot learning.
RSS Workshop 2026
Jan 1, 2026
Can Embodied Agents Remember What You Said? Evaluating Dialogue-Grounded Embodied Memory in 3D Environments
CVPR Workshop 2026 publication from HEI Lab.
CVPR Workshop 2026
Jan 1, 2026
Learning Sample-wise Rank-Aware Interpolation Weights for Composed Visual Data Retrieval
Rank-aware interpolation for composed visual data retrieval.
ECCV 2026
Jan 1, 2026
TextME: Bridging Unseen Modalities Through Text Descriptions
Text-guided representations that bridge unseen modalities.
ICML 2026
Jan 1, 2026
AI-Driven Quantitative Review of Mobility–Stability Trade-off in Oxide Semiconductors
Nano Convergence 2026 publication from iKnow Lab.
Nano Convergence 2026
Jan 1, 2026
ASSAY: Reconciling Stability and Validity in Reference-Free Scientific LLM Judges
Findings of EMNLP 2026 publication from iKnow Lab.
Findings of EMNLP 2026
Jan 1, 2026
CASCADE: Constraint-Aware Scaffolded Decomposition for Logical Anomaly Detection
ICDM 2026 publication from iKnow Lab.
ICDM 2026
Jan 1, 2026
Closed-Loop Solid-State Synthesis Planning for Materials Discovery With Large Language Models
Advanced Materials 2026 publication from iKnow Lab.
Advanced Materials 2026
Jan 1, 2026
Collaborative adaptation without forgetting in source-free domain adaptation
Pattern Recognition 2026 publication from iKnow Lab.
Pattern Recognition 2026
Jan 1, 2026
Filter by Quality, Stop by Difficulty: Confidence-Aware Self-Consistency with Adaptive Early Stopping
Findings of EMNLP 2026 publication from iKnow Lab.
Findings of EMNLP 2026
Jan 1, 2026
Dual-FreqDAE: Frequency-aware dual-branch transformer autoencoder for ECG denoising in mixed noise conditions
BSPC 2026 publication from LAMDA Lab.
BSPC 2026
Jan 1, 2026
NeuroNetFusion: enhanced EEG abnormality classification via multi-network TF-IDF feature selection
Sci Rep 2026 publication from LAMDA Lab.
Sci Rep 2026
Jan 1, 2026
Semi-Supervised Fatty Liver Classification Using Attention-Based Graph Neural Network Models
JKMS 2026 publication from LAMDA Lab.
JKMS 2026
Jan 1, 2026
AccentDrift: Real-time Streaming Accent Conversion via Sparse Speech Tokenization
Interspeech 2026 publication from SAIL.
Interspeech 2026
Jan 1, 2026
Hierarchical Representation Alignment Learning of Diffusion Transformers for Neural Audio Codec
ACL 2026 publication from SAIL.
ACL 2026
Jan 1, 2026
ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models
ICML 2026 publication from SAIL.
ICML 2026
2025
Jun 1, 2025
Do Your Best and Get Enough Rest for Continual Learning
CVPR 2025 publication update from MMAI Lab.
CVPR 2025
Jun 1, 2025
CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision
Language-supervised robotic policies that make collecting robot demonstrations more accessible.
RSS 2025
Jan 1, 2025
Channel Propagation Networks for Refreshable Vision Transformer
WACV 2025 publication update from MMAI Lab.
WACV 2025
Jan 1, 2025
Enriching Local Patterns with Multi-Token Attention for Broad-Sight Neural Networks
WACV 2025 publication update from MMAI Lab.
WACV 2025
Jan 1, 2025
Continual Vision-and-Language Navigation
A continual learning formulation for vision-and-language navigation agents adapting to new scene domains.
BMVC 2025
Jan 1, 2025
Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following
ICRA 2025 publication from HEI Lab.
ICRA 2025
Jan 1, 2025
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark
An execution metric for assessing reliable Text-to-SQL systems.
NAACL 2025
Jan 1, 2025
Data Augmentation for Improving Convergence Speed in Federated Sequential Recommendation System
IEEE Access 2025 publication from iKnow Lab.
IEEE Access 2025
Jan 1, 2025
DCC: Differentiable Cardinality Constraints for Partial Index Tracking
AAAI 2025 publication from iKnow Lab.
AAAI 2025
Jan 1, 2025
Exploring the Side-information Fusion for Sequential Recommendation
IEEE Access 2025 publication from iKnow Lab.
IEEE Access 2025
Jan 1, 2025
Machine learning-based prediction of aerodynamic performance in arformoterol-lactose dry powder inhaler formulations using surface roughness features
Int J Pharm 2025 publication from iKnow Lab.
Int J Pharm 2025
Jan 1, 2025
Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias
CIKM 2025 publication from iKnow Lab.
CIKM 2025
Jan 1, 2025
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
CIKM 2025 publication from iKnow Lab.
CIKM 2025
Jan 1, 2025
Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases
MLHC 2025 publication from LAMDA Lab.
MLHC 2025
Jan 1, 2025
CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation
NeurIPS 2025 publication from SAIL.
NeurIPS 2025
Jan 1, 2025
DurFlex-EVC: Duration-Flexible Emotional Voice Conversion with Parallel Generation
IEEE TAC 2025 publication from SAIL.
IEEE TAC 2025
Jan 1, 2025
HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation by Hierarchical Variational Inference for Zero-shot Speech Synthesis
IEEE TNNLS 2025 publication from SAIL.
IEEE TNNLS 2025
Jan 1, 2025
Parameter-Efficient Fine-Tuning for Low-Resource Text-to-Speech via Cross-Lingual Continual Learning
Interspeech 2025 publication from SAIL.
Interspeech 2025
Jan 1, 2025
PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation
ICLR 2025 publication from SAIL.
ICLR 2025
Jan 1, 2025
Personalized and Controllable Voice Style Transfer with Speech Diffusion Transformer
IEEE TASLP 2025 publication from SAIL.
IEEE TASLP 2025
Jan 1, 2025
StreamFlow: Streaming Audio Generation from Discrete Tokens via Streaming Flow Matching
NeurIPS 2025 publication from SAIL.
NeurIPS 2025
2024
Dec 29, 2024
Style-KD : Class-Imbalanced Medical Image Classification via Style Knowledge Distillation
BSPC 2024 publication update from MMAI Lab.
BSPC 2024
Dec 1, 2024
Generative Self-Supervised Learning for Medical Image Classification
ACCV 2024 publication update from MMAI Lab.
ACCV 2024
Dec 1, 2024
Neural Substitution for Branch-level Network Re-parameterization
ACCV 2024 publication update from MMAI Lab.
ACCV 2024
Nov 25, 2024
Unsupervised Hashing Network with Hyper Quantization Tree
BMVC 2024 publication update from MMAI Lab.
BMVC 2024
Oct 4, 2024
Spatial Bias for Attention-free Non-local Neural Networks
ESWA 2024 publication update from MMAI Lab.
ESWA 2024
Apr 21, 2024
Attentional Decoder Networks for Chest X-ray Image Recognition on High-resolution Features
CMPB 2024 publication update from MMAI Lab.
CMPB 2024
Apr 16, 2024
Analyzing to Discover Origins of CNNs and ViT Architectures in Medical Images
Sci Rep 2024 publication update from MMAI Lab.
Sci Rep 2024
Jan 1, 2024
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
MedIA 2024 publication update from MMAI Lab.
MedIA 2024
Jan 1, 2024
Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification
CBM 2024 publication update from MMAI Lab.
CBM 2024
Jan 1, 2024
PGA: Personalizing Grasping Agents with Single Human-Robot Interaction
IROS 2024 publication from HEI Lab.
IROS 2024
Jan 1, 2024
PROGrasp: Pragmatic Human-Robot Communication for Object Grasping
ICRA 2024 publication from HEI Lab.
ICRA 2024
Jan 1, 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
ACL 2024 publication from iKnow Lab.
ACL 2024
Jan 1, 2024
Cross-Modal Dynamic Transfer Learning for Multimodal Emotion Recognition
IEEE Access 2024 publication from iKnow Lab.
IEEE Access 2024
Jan 1, 2024
Multi-intent-aware Session-based Recommendation
SIGIR 2024 publication from iKnow Lab.
SIGIR 2024
Jan 1, 2024
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras
ACM MM 2024 publication from iKnow Lab.
ACM MM 2024
Jan 1, 2024
Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition
IEEE Access 2024 publication from LAMDA Lab.
IEEE Access 2024
Jan 1, 2024
Text-free diffusion inpainting using reference images for enhanced visual fidelity
Pattern Recognition 2024 publication from LAMDA Lab.
Pattern Recognition 2024
Jan 1, 2024
Audio Super-resolution with Robust Speech Representation Learning of Masked Autoencoder
IEEE TASLP 2024 publication from SAIL.
IEEE TASLP 2024
Jan 1, 2024
Cross-lingual Text-to-Speech via Hierarchical Style Transfer
ICASSP Workshop 2024 publication from SAIL.
ICASSP Workshop 2024
Jan 1, 2024
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion
AAAI 2024 publication from SAIL.
AAAI 2024
Jan 1, 2024
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial Training
IEEE TASLP 2024 publication from SAIL.
IEEE TASLP 2024
Jan 1, 2024
MIDI-Voice: Expressive Zero-shot Singing Voice Synthesis via MIDI-driven Priors
ICASSP 2024 publication from SAIL.
ICASSP 2024
Jan 1, 2024
TranSentence: Speech-to-Speech Translation via Language-agnostic Sentence-level Speech Encoding without Language-parallel Data
ICASSP 2024 publication from SAIL.
ICASSP 2024
2023
Dec 1, 2023
Deep Learning Using Computed Tomography to Identify High-Risk Patients for Acute Small Bowel Obstruction: Development and Validation of a Prediction Model: A Retrospective Cohort Study
IJS 2023 publication update from MMAI Lab.
IJS 2023
Aug 10, 2023
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning
ICCVW 2023 publication update from MMAI Lab.
ICCVW 2023
Jan 1, 2023
GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation
IROS 2023 publication from HEI Lab.
IROS 2023
Jan 1, 2023
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
CVPR 2023 publication from HEI Lab.
CVPR 2023
Jan 1, 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation
Findings of EMNLP 2023 publication from iKnow Lab.
Findings of EMNLP 2023
Jan 1, 2023
Outlier-aware Cross-Market Product Recommendation
BigComp 2023 publication from iKnow Lab.
BigComp 2023
Jan 1, 2023
Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation
Interspeech 2023 publication from SAIL.
Interspeech 2023
Jan 1, 2023
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer
Interspeech 2023 publication from SAIL.
Interspeech 2023
Jan 1, 2023
PauseSpeech: Natural Speech Synthesis via Pre-trained Language Model and Pause-based Prosody Modeling
ACPR 2023 publication from SAIL.
ACPR 2023
2022
Jan 1, 2022
FPAdaMetric: False-positive-aware Adaptive Metric Learning for Session-based Recommendation
AAAI 2022 publication from iKnow Lab.
AAAI 2022
Jan 1, 2022
Duration Controllable Voice Conversion via Phoneme-based Information Bottleneck
IEEE TASLP 2022 publication from SAIL.
IEEE TASLP 2022
Jan 1, 2022
EmoQ-TTS: Emotion Intensity Quantization for Fine-Grained Controllable Emotional Text-to-Speech
ICASSP 2022 publication from SAIL.
ICASSP 2022
Jan 1, 2022
Fre-GAN 2: Fast and Efficient Frequency-consistent Audio Synthesis
ICASSP 2022 publication from SAIL.
ICASSP 2022
Jan 1, 2022
HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis
NeurIPS 2022 publication from SAIL.
NeurIPS 2022
Jan 1, 2022
PVAE-TTS: Progressively Style Adaptive Text-to-Speech via Progressive Variaional Autoencoder
ICASSP 2022 publication from SAIL.
ICASSP 2022
Jan 1, 2022
StyleVC: Non-Parallel Voice Conversion with Adversarial Style Generalization
ICPR 2022 publication from SAIL.
ICPR 2022
2021
Jan 1, 2021
Dual Aggregated Feature Pyramid Network for Multi Label Classification
Pattern Recognition 2021 publication from MMAI Lab.
Pattern Recognition 2021
Jan 1, 2021
Unsupervised Feature Learning for Self-Tuning Neural Networks
Neural Networks 2021 publication from MMAI Lab.
Neural Networks 2021
Jan 1, 2021
Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering
ACL 2021 publication from HEI Lab.
ACL 2021
Jan 1, 2021
Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer
EMNLP 2021 publication from HEI Lab.
EMNLP 2021
Jan 1, 2021
One-Step Pixel-Level Perturbation-Based Saliency Detector
BMVC 2021 publication from iKnow Lab.
BMVC 2021
Jan 1, 2021
Self-Supervised Multimodal Opinion Summarization
ACL 2021 publication from iKnow Lab.
ACL 2021
Jan 1, 2021
Fre-GAN: Adversarial Frequency-consistent Audio Synthesis
Interspeech 2021 publication from SAIL.
Interspeech 2021
Jan 1, 2021
GC-TTS: Few-shot Speaker Adaptation with Geometric Constraints
SMC 2021 publication from SAIL.
SMC 2021
Jan 1, 2021
Multi-SpectroGAN: High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech Synthesis
AAAI 2021 publication from SAIL.
AAAI 2021
Jan 1, 2021
Reinforce-Aligner: Reinforcement Alignment Search for Robust End-to-End Text-to-Speech
Interspeech 2021 publication from SAIL.
Interspeech 2021
Jan 1, 2021
VoiceMixer: Adversarial Voice Style Mixup
NeurIPS 2021 publication from SAIL.
NeurIPS 2021
2020
Jan 1, 2020
Deep Learning Algorithms for Detecting and Visualising Intussusception on Plain Abdominal Radiography in Children: A Retrospective Multicenter Study
Sci Rep 2020 publication from MMAI Lab.
Sci Rep 2020
Jan 1, 2020
Label Propagation Adaptive Resonance Theory for Semi-Supervised Continuous Learning
ICASSP 2020 publication from HEI Lab.
ICASSP 2020
Jan 1, 2020
CITIES: Contextual Inference of Tail-item Embeddings for Sequential Recommendation
ICDM 2020 publication from iKnow Lab.
ICDM 2020
Jan 1, 2020
SQuAD2-CR: Semi-supervised Annotation for Cause and Rationales for Unanswerability in SQuAD 2.0
LREC 2020 publication from iKnow Lab.
LREC 2020
Jan 1, 2020
Audio Dequantization for High Fidelity Audio Generation in Flow-based Neural Vocoder
Interspeech 2020 publication from SAIL.
Interspeech 2020
2019
Jan 1, 2019
Dual Attention Networks for Visual Reference Resolution in Visual Dialog
EMNLP 2019 publication from HEI Lab.
EMNLP 2019
Jan 1, 2019
MeLU: Meta-Learned User Preference Estimator for Cold-start Recommendation
KDD 2019 publication from iKnow Lab.
KDD 2019
Jan 1, 2019
Learning Machines Can Curl - Adaptive deep reinforcement learning enables the robot Curly to win against human players in an icy world
NeurIPS 2019 publication from SAIL.
NeurIPS 2019
2018
Jan 1, 2018
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning
AAAI 2018 publication from iKnow Lab.
AAAI 2018
Jan 1, 2018
PREFER: PREdiction Model for Financial Entity Relation
FEIII Workshop 2018 publication from iKnow Lab.
FEIII Workshop 2018
Jan 1, 2018
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning
LREC 2018 publication from iKnow Lab.
LREC 2018
2017
Jan 1, 2017
Gradable Adjective Embedding for Commonsense Knowledge
PAKDD 2017 publication from iKnow Lab.
PAKDD 2017
Jan 1, 2017
Multimodal KB Harvesting for Emerging Spatial Entities
TKDE 2017 publication from iKnow Lab.
TKDE 2017
Jan 1, 2017
Understanding Relations using Concepts and Semantics
FEIII Workshop 2017 publication from iKnow Lab.
FEIII Workshop 2017
2016
Jan 1, 2016
ECO: Entity-level Captioning in Context
ASONAM 2016 publication from iKnow Lab.
ASONAM 2016
Jan 1, 2016
Event Grounding from Multimodal Social Network Fusion
ICDM 2016 publication from iKnow Lab.
ICDM 2016
2014
Jan 1, 2014
Skill Ontology-based Model for Quality Assurance in Crowdsourcing
DASFAA Workshop 2014 publication from iKnow Lab.
DASFAA Workshop 2014
2013
Jan 1, 2013
Hybrid Entity Clustering using crowds and data
VLDB 2013 publication from iKnow Lab.
VLDB 2013
Jan 1, 2013
Toward Scalable Indexing for Top-k Queries
TKDE 2013 publication from iKnow Lab.
TKDE 2013
2012
Jan 1, 2012
Efficient Dual-Resolution Layer Indexing for Top-k Queries
ICDE 2012 publication from iKnow Lab.
ICDE 2012