Weiwei Deng
28 papers · 2022–2026 · 8 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
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (60) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (25)
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Dynamic Duo
(25)
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Trend Setter
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Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(138)
Top co-authors
Research topics
Machine Learning
(22)
Artificial Intelligence
(18)
Natural Language Processing
(16)
Core AI
(15)
Deep Learning
(14)
Core Methods
(10)
Learning Types Β· Machine Learning
(10)
Resources & Methods
(10)
Learning Types Β· Deep Learning
(9)
Learning Paradigms
(6)
Applications Β· Natural Language Processing
(5)
Optimization & Theory
(5)
Application Areas
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Keywords
large language model
(6)
document retrieval
(4)
reinforcement learning
(3)
domain adaptation
(2)
end-to-end learning
(2)
pre-trained language model
(2)
language model
(2)
semantic search
(2)
knowledge graph embedding
(2)
model compression
(2)
link prediction
(2)
low-rank adaptation
(2)
in-context learning
(2)
sentence embedding
(2)
knowledge distillation
(2)
parameter-efficient fine-tuning
(2)
transfer learning
(2)
text generation
(2)
self-supervised learning
(1)
direct preference optimization
(1)
Papers
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory
ACL 2026
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval
EMNLP 2025
Context-DPO: Aligning Language Models for Context-Faithfulness
ACL 2025
GeAR: Generation Augmented Retrieval
ACL 2025
ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
EMNLP 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning
EMNLP 2025
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
AAAI 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
EMNLP 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
Calibrating LLM-Based Evaluator
COLING 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024
IRGen: Generative Modeling for Image Retrieval
ECCV 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption
ACL 2024
Se2: Sequential Example Selection for In-Context Learning
ACL 2024
Text Diffusion with Reinforced Conditioning
AAAI 2024
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
NeurIPS 2023
Auto Search Indexer for End-to-End Document Retrieval
EMNLP 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model
EMNLP 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
ACL 2023
Model-enhanced Vector Index
NeurIPS 2023
Pre-training Language Model as a Multi-perspective Course Learner
ACL 2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion
ACL 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation
ACL 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
EMNLP 2023
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching
ICCV 2023
A Neural Corpus Indexer for Document Retrieval
NeurIPS 2022
HousE: Knowledge Graph Embedding with Householder Parameterization
ICML 2022