← Authors

Yu Sun

103 papers · 2008–2026 · 19 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (19) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (37) πŸ‘‘ Triple Crown πŸ† Keyword Champion πŸ† Grand Slam πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (64) πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ“ˆ Trend Setter πŸ’Ž Century Club (102) πŸ”₯ Unstoppable (11)

Conferences

ACL (19) EMNLP (11) SEMEVAL (8) NIPS (7) ICML (7) ICLR (7) CVPR (7) AAAI (7) IJCNLP (6) IJCAI (5) COLING (4) NAACL (4) ICCV (3) AISTATS (2) RSS (2) ECCV (1) CORL (1) JMLR (1) MICCAI (1)

Top co-authors

Shuohuan Wang (37) Hua Wu (26) Haifeng Wang (16) Shikun Feng (16) Jiaxiang Liu (15) Hao Tian (13) Yekun Chai (10) Zhenyu Zhang (10) Xuan Ouyang (10) Weiyue Su (9)

Research topics

Differential Privacy (1)

Keywords

large language model (12) pre-trained language model (10) language model (9) multimodal learning (7) transfer learning (7) knowledge distillation (6) test-time training (5) text classification (5) model compression (5) transformer model (5) graph neural network (4) question answering (4) human pose estimation (4) transformer architecture (4) ensemble learning (4) document understanding (4) adversarial training (4) pre-trained model (4) multi-task learning (3) image classification (3)

Papers

Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training AAAI 2026
Test-Time Training on Video Streams JMLR 2025
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025
Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025
PromptHMR: Promptable Human Mesh Recovery CVPR 2025
Learning to (Learn at Test Time): RNNs with Expressive Hidden States ICML 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025
HFT: Half Fine-Tuning for Large Language Models ACL 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer ICML 2025
One-Minute Video Generation with Test-Time Training CVPR 2025
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences ICLR 2025
Test-Time Training on Nearest Neighbors for Large Language Models ICLR 2024
On Training Data Influence of GPT Models EMNLP 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion NIPS 2024
Frequency-aware Generative Models for Multivariate Time Series Imputation NIPS 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors NIPS 2024
Generalizing End-To-End Autonomous Driving In Real-World Environments Using Zero-Shot LLMs CORL 2024
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion ICML 2024
Tool-Augmented Reward Modeling ICLR 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ACL 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
LOCR: Location-Guided Transformer for Optical Character Recognition EMNLP 2024
Cardiac Copilot: Automatic Probe Guidance for Echocardiography with World Model MICCAI 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024
ChatPose: Chatting about 3D Human Pose CVPR 2024
Instance-wise Batch Label Restoration via Gradients in Federated Learning ICLR 2023
Uncertainty-aware Unsupervised Video Hashing AISTATS 2023
Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023
End-to-End Pipeline for Trigger Detection on Hit and Track Graphs AAAI 2023
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation AAAI 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models IJCNLP 2023
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP 2023
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts CVPR 2023
TRACE: 5D Temporal Regression of Avatars With Dynamic Cameras in 3D Environments CVPR 2023
Retrieval-Augmented Domain Adaptation of Language Models ACL 2023
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ACL 2023
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ACL 2023
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection NAACL 2022
Test-Time Training with Masked Autoencoders NIPS 2022
Putting People in Their Place: Monocular Regression of 3D People in Depth CVPR 2022
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation ECCV 2022
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications NAACL 2022
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SEMEVAL 2022
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications SEMEVAL 2022
Latent Reasoning for Low-Resource Question Generation ACL 2021
Monocular, One-Stage, Regression of Multiple 3D People ICCV 2021
Self-Supervised Policy Adaptation during Deployment ICLR 2021
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors ICLR 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification ACL 2021
Correcting Chinese Spelling Errors with Phonetic Pre-training ACL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification IJCAI 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense SEMEVAL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer IJCNLP 2021
Correcting Chinese Spelling Errors with Phonetic Pre-training IJCNLP 2021
Latent Reasoning for Low-Resource Question Generation IJCNLP 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification IJCNLP 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense IJCNLP 2021
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding NAACL 2021
Parallel sentences mining with transfer learning in an unsupervised setting NAACL 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification SEMEVAL 2021
CVAE-based Re-anchoring for Implicit Discourse Relation Classification EMNLP 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification SEMEVAL 2020
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification Using Pre-trained Language Models COLING 2020
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification Using Pre-trained Language Models SEMEVAL 2020
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification COLING 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model SEMEVAL 2020
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020
MALA: Cross-Domain Dialogue Generation with Action Learning AAAI 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model COLING 2020
PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts ICML 2020
Generalizable and Explainable Dialogue Generation via Explicit Action Learning EMNLP 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020
A Motion Taxonomy for Manipulation Embedding RSS 2020
Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation ICCV 2019
Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random ICML 2019
RLTM: An Efficient Neural IR Framework for Long Documents IJCAI 2019
OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SEMEVAL 2019
Block Coordinate Regularization by Denoising NIPS 2019
KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018
App Download Forecasting: An Evolutionary Hierarchical Competition Approach IJCAI 2017
On Calibration of Modern Neural Networks ICML 2017
Supervised Word Mover's Distance NIPS 2016
Private Causal Inference AISTATS 2016
From Word Embeddings To Document Distances ICML 2015
NanoNewton Force Sensing and Control in Microrobotic Cell Manipulation RSS 2008