Liang Wen
7 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Computer Vision
(1)
Speech & Audio
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
supervised fine-tuning
(2)
contrastive learning
(2)
question answering
(2)
reinforcement learning
(1)
curriculum learning
(1)
model robustness
(1)
domain generalization
(1)
multi-view fusion
(1)
model distillation
(1)
dense retrieval
(1)
chain-of-thought reasoning
(1)
information retrieval
(1)
instruction following
(1)
machine reading comprehension
(1)
joint learning
(1)
mathematical reasoning
(1)
vector quantization
(1)
latent representation
(1)
model training
(1)
adversarial robustness
(1)
Papers
Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following
AAAI 2026
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
ACL 2025
SPCODEC: Split and Prediction for Neural Speech Codec
Interspeech 2025
Learning Invariant Representation Improves Robustness for MRC Models
EMNLP 2022
M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension
EMNLP 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task
COLING 2022
X-net: A Joint Scale Down and Scale Up Method for Voice Call
Interspeech 2021