Zhepei Wei
11 papers · 2020–2026 · 7 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 ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint 𧬠Topic Evolution
ποΈ
Keyword Collector
(65)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(5)
Learning Types
(5)
Applications
(4)
Generation
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Core Methods
(2)
Methods
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Keywords
incentive mechanism
(2)
retrieval-augmented generation
(2)
reinforcement learning
(2)
representation learning
(1)
in-context learning
(1)
topic modeling
(1)
text classification
(1)
named entity recognition
(1)
preference optimization
(1)
neural architecture
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
behavior cloning
(1)
document clustering
(1)
gradient descent
(1)
vector quantization
(1)
communication efficiency
(1)
chain-of-thought reasoning
(1)
knowledge graph
(1)
unsupervised learning
(1)
Papers
Aligning Large Language Models via Fully Self-Synthetic Data
ACL 2026
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
ICML 2025
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
ICLR 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
EMNLP 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
Incentivized Truthful Communication for Federated Bandits
ICLR 2024
Incentivized Communication for Federated Bandits
NeurIPS 2023
AttExplainer: Explain Transformer via Attention by Reinforcement Learning
IJCAI 2022
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables
EMNLP 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning
AACL 2022
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
ACL 2020