← Authors

Yu Wang

259 papers · 2010–2026 · 23 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (38) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (16) 🌍 Conference Polyglot (22) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🏠 Conference Loyalist (33) 🤝 Dynamic Duo (28) 👑 Triple Crown 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (34) 🔬 Deep Specialist (29) ❓ The Questioner (4) 🚀 Conference Pioneer ⚡ Prolific Year (20) 🔥 Unstoppable (12) 🗃️ Keyword Collector (102) 💎 Century Club (249) 📈 Trend Setter

Conferences

AAAI (42) EMNLP (29) CVPR (26) ICML (24) NIPS (23) ACL (20) ICLR (16) INTERSPEECH (16) ICCV (13) ECCV (12) NAACL (7) IJCAI (6) COLING (4) MICCAI (4) WACV (3) JMLR (3) IJCNLP (3) AISTATS (2) CORL (2) L4DC (1) EACL (1) SEMEVAL (1) UAI (1)

Top co-authors

Xuefei Ning (29) Yanfeng Wang (24) Huazhong Yang (23) Guohao Dai (14) Yusheng Liao (14) Tianchen Zhao (13) Julian McAuley (12) Chao Yu (11) Tyler Derr (10) Yi Wu (9)

Research topics

Privacy (3) Synthesis (2)

Keywords

large language model (20) knowledge distillation (12) graph neural network (11) multimodal learning (10) contrastive learning (10) self-supervised learning (10) representation learning (10) attention mechanism (8) semantic segmentation (8) vision-language model (8) model compression (7) domain adaptation (7) semi-supervised learning (6) diffusion model (6) question answering (6) catastrophic forgetting (6) continual learning (6) natural language understanding (5) knowledge graph (5) adversarial attack (5)

Papers

RSPlace: Rotation Sensing Macro Placement via Bidirectional Tree Expansion AAAI 2026
A Survey on LLM-based Conversational User Simulation EACL 2026
GateFusion: Hierarchical Gated Cross-Modal Fusion for Active Speaker Detection WACV 2026
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026
GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration AAAI 2026
FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning AAAI 2026
Neural Graph Navigation for Intelligent Subgraph Matching AAAI 2026
MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026
Topology-aware Knowledge Preservation for Class-Incremental Learning AAAI 2026
AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers AAAI 2026
Boosting Noisy Correspondence Discrimination via Dynamic Neighborhood Semantic Verification AAAI 2026
DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB Image ICCV 2025
HoliTracer: Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery ICCV 2025
Long-Tailed Classification with Multi-Granularity Semantics ICCV 2025
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation ICLR 2025
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping ICLR 2025
Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better ICLR 2025
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching ICLR 2025
A Large-scale Training Paradigm for Graph Generative Models ICLR 2025
Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025
QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models NAACL 2025
PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction ICML 2025
Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025
The Security Threat of Compressed Projectors in Large Vision-Language Models EMNLP 2025
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025
Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning CORL 2025
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation NAACL 2025
DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate ICCV 2025
Rethinking the Upsampling Process in Light Field Super-Resolution with Spatial-Epipolar Implicit Image Function ICCV 2025
DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers ICCV 2025
FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models ICCV 2025
Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025
AnyTalk: Multi-modal Driven Multi-domain Talking Head Generation AAAI 2025
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective AAAI 2025
Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025
UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound MICCAI 2025
Sim-to-Real Transformer-Based Shape Reconstruction for Automated Orthopedic Fracture Reduction Planning MICCAI 2025
Cervical-RG: Automated Cervical Cancer Report Generation from 3D Multi-sequence MRI via CoT-guided Hierarchical Experts MICCAI 2025
Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025
From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025
Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025
GUI Agents: A Survey ACL 2025
Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play JMLR 2025
Sanitizing Backdoored Graph Neural Networks: A Multidimensional Approach IJCAI 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving ICML 2025
Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration ICML 2025
Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization ICML 2025
M+: Extending MemoryLLM with Scalable Long-Term Memory ICML 2025
Learning Event Completeness for Weakly Supervised Video Anomaly Detection ICML 2025
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers ICML 2025
Take the Bull by the Horns: Learning to Segment Hard Samples CVPR 2025
Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025
Probabilistic Prompt Distribution Learning for Animal Pose Estimation CVPR 2025
MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion CVPR 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025
ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics CVPR 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network ICML 2025
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers ICML 2025
Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models ICML 2025
Self-Updatable Large Language Models by Integrating Context into Model Parameters ICLR 2025
Large Scale Knowledge Washing ICLR 2025
Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025
Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview COLING 2024
Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models COLING 2024
Position: Towards Implicit Prompt For Text-To-Image Models ICML 2024
MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization ECCV 2024
AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting ECCV 2024
LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction ECCV 2024
ParCo: Part-Coordinating Text-to-Motion Synthesis ECCV 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector ECCV 2024
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ICML 2024
MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures NIPS 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models NIPS 2024
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NIPS 2024
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NIPS 2024
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NIPS 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models ICLR 2024
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models ICLR 2024
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance ICLR 2024
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation ICLR 2024
SuperJunction: Learning-Based Junction Detection for Retinal Image Registration AAAI 2024
V2Meow: Meowing to the Visual Beat via Video-to-Music Generation AAAI 2024
H2GFormer: Horizontal-to-Global Voxel Transformer for 3D Semantic Scene Completion AAAI 2024
Exploring Diverse Representations for Open Set Recognition AAAI 2024
Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning AAAI 2024
Binding-Adaptive Diffusion Models for Structure-Based Drug Design AAAI 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach AAAI 2024
Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering AAAI 2024
Knowledge Graph Prompting for Multi-Document Question Answering AAAI 2024
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024
FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation CVPR 2024
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling CVPR 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding ICML 2024
Evaluating Quantized Large Language Models ICML 2024
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation ICML 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis MICCAI 2024
On the uniqueness of solution for the Bellman equation of LTL objectives L4DC 2024
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ACL 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024
How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction ACL 2024
SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ACL 2024
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024
CF-TCIR: A Compositor-Free Framework for Hierarchical Text-Conditioned Image Retrieval ACL 2024
Automatic Quote Attribution in Chinese Literary Works ACL 2024
Persistence Homology Distillation for Semi-supervised Continual Learning NIPS 2024
HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NIPS 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners NIPS 2024
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NIPS 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood EMNLP 2024
RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024
High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling ICML 2024
Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration ICML 2024
TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models INTERSPEECH 2024
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning NIPS 2023
Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception AAAI 2023
Online Semi-supervised Learning with Mix-Typed Streaming Features AAAI 2023
AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
Fairness and Explainability: Bridging the Gap towards Fair Model Explanations AAAI 2023
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery AAAI 2023
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023
A Targeted Accuracy Diagnostic for Variational Approximations AISTATS 2023
Spatial-Temporal Concept Based Explanation of 3D ConvNets CVPR 2023
DartBlur: Privacy Preservation With Detection Artifact Suppression CVPR 2023
Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation CVPR 2023
Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms CVPR 2023
Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation CVPR 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning CVPR 2023
Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis EMNLP 2023
We Need to Talk About Reproducibility in NLP Model Comparison EMNLP 2023
Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation EMNLP 2023
Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study EMNLP 2023
RealGraph: A Multiview Dataset for 4D Real-world Context Graph Generation ICCV 2023
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection ICCV 2023
Learning Concise and Descriptive Attributes for Visual Recognition ICCV 2023
Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation ICCV 2023
Detecting Objects with Context-Likelihood Graphs and Graph Refinement ICCV 2023
Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased ICLR 2023
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models ICML 2023
Boosting Graph Contrastive Learning via Graph Contrastive Saliency ICML 2023
Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System INTERSPEECH 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation INTERSPEECH 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition INTERSPEECH 2023
Controlling Bias Exposure for Fair Interpretable Predictions EMNLP 2022
Learning Efficient Multi-agent Cooperative Visual Exploration ECCV 2022
Robust End-to-end Speaker Diarization with Generic Neural Clustering INTERSPEECH 2022
Active Few-Shot Learning for Sound Event Detection INTERSPEECH 2022
Robust Cough Feature Extraction and Classification Method for COVID-19 Cough Detection Based on Vocalization Characteristics INTERSPEECH 2022
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis INTERSPEECH 2022
Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition INTERSPEECH 2022
CenterFormer: Center-based Transformer for 3D Object Detection ECCV 2022
CLOSE: Curriculum Learning on the Sharing Extent towards Better One-Shot NAS ECCV 2022
Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022
SPE-Net: Boosting Point Cloud Analysis via Rotation Robustness Enhancement ECCV 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning CVPR 2022
CodedVTR: Codebook-Based Sparse Voxel Transformer With Geometric Guidance CVPR 2022
LAR-SR: A Local Autoregressive Model for Image Super-Resolution CVPR 2022
A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NIPS 2022
TA-GATES: An Encoding Scheme for Neural Network Architectures NIPS 2022
Out-of-Distribution Detection via Conditional Kernel Independence Model NIPS 2022
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation IJCNLP 2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration NIPS 2021
Track To Detect and Segment: An Online Multi-Object Tracker CVPR 2021
Domain-Specific Suppression for Adaptive Object Detection CVPR 2021
Adversarial Robustness Under Long-Tailed Distribution CVPR 2021
A Style and Semantic Memory Mechanism for Domain Generalization ICCV 2021
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021
Evaluating Efficient Performance Estimators of Neural Architectures NIPS 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction AAAI 2021
Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021
Explicit pairwise factorized graph neural network for semi-supervised node classification UAI 2021
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NIPS 2021
Meta-learning with an Adaptive Task Scheduler NIPS 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL IJCNLP 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation SEMEVAL 2021
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training ICML 2020
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS ECCV 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets ECCV 2020
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation ECCV 2020
CooBa: Cross-project Bug Localization via Adversarial Transfer Learning IJCAI 2020
Learning a Unified Sample Weighting Network for Object Detection CVPR 2020
Non-Native Children’s Automatic Speech Recognition: The INTERSPEECH 2020 Shared Task ALTA Systems INTERSPEECH 2020
An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System INTERSPEECH 2020
Spoken Language ‘Grammatical Error Correction’ INTERSPEECH 2020
Learning to Adapt to Evolving Domains NIPS 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CORL 2020
Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning JMLR 2020
The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction ACL 2020
Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks AAAI 2020
Single Training Dimension Selection for Word Embedding with PCA IJCNLP 2019
Single Training Dimension Selection for Word Embedding with PCA EMNLP 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019
A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System AAAI 2019
A Debiased MDI Feature Importance Measure for Random Forests NIPS 2019
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training ICLR 2018
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018
A Neural Transition-based Model for Nested Mention Recognition EMNLP 2018
A New Concept of Deep Reinforcement Learning based Augmented General Tagging System COLING 2018
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks INTERSPEECH 2018
A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU) INTERSPEECH 2018
Impact of ASR Performance on Free Speaking Language Assessment INTERSPEECH 2018
Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems INTERSPEECH 2018
A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling NAACL 2018
Deep Propagation Based Image Matting IJCAI 2018
Fast Change Point Detection on Dynamic Social Networks IJCAI 2017
Off-topic Response Detection for Spontaneous Spoken English Assessment ACL 2016
Multi-Task Learning for Subspace Segmentation ICML 2015
Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation IJCAI 2013
Query Ambiguity Revisited: Clickthrough Measures for Distinguishing Informational and Ambiguous Queries NAACL 2010