Shuohuan Wang
31 papers · 2019–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
🗺️ Taxonomy Completionist (55) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
🏆
Grand Slam
🤝
Dynamic Duo
(31)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(150)
Top co-authors
Research topics
Machine Learning
(24)
Artificial Intelligence
(16)
Deep Learning
(15)
Natural Language Processing
(15)
Core AI
(13)
Resources & Methods
(13)
Application Areas
(10)
Optimization & Theory · Machine Learning
(9)
Learning Types · Machine Learning
(8)
Models
(8)
Core Methods
(7)
Learning Types · Deep Learning
(7)
Architectures
(5)
Optimization & Theory · Deep Learning
(5)
Applications
(4)
Keywords
language model
(7)
large language model
(7)
pre-trained language model
(5)
model compression
(4)
reinforcement learning from human feedback
(3)
transfer learning
(3)
knowledge distillation
(3)
neural network optimization
(3)
transformer model
(2)
transformer architecture
(2)
intrinsic reward
(2)
multi-task learning
(2)
mixture of expert
(2)
ensemble learning
(2)
instruction tuning
(2)
pre-trained model
(2)
kv cache
(2)
multilingual nlp
(1)
preference alignment
(1)
attention mechanism
(1)
Papers
Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding
CVPR 2026
Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
CVPR 2026
Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics
ACL 2026
BeamLoRA: Beam-Constraint Low-Rank Adaptation
ACL 2025
Curiosity-Driven Reinforcement Learning from Human Feedback
ACL 2025
HFT: Half Fine-Tuning for Large Language Models
ACL 2025
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
ACL 2025
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
ICLR 2025
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer
ICML 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging
ACL 2025
Autoregressive Pre-Training on Pixels and Texts
EMNLP 2024
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
NeurIPS 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
ACL 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time
ACL 2024
On Training Data Influence of GPT Models
EMNLP 2024
Tool-Augmented Reward Modeling
ICLR 2024
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages
ACL 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models
IJCNLP 2023
Retrieval-Augmented Domain Adaptation of Language Models
ACL 2023
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards
EMNLP 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
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense
SemEval 2021
Correcting Chinese Spelling Errors with Phonetic Pre-training
ACL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer
ACL 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora
EMNLP 2021
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding
AAAI 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model
SemEval 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
SemEval 2020
OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining
SemEval 2019