Weiwei Deng
28 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (8)
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Interdisciplinary Bridge
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Keyword Pioneer
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Dynamic Duo
(24)
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Prolific Year
(10)
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Keyword Collector
(131)
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Century Club
(26)
Conferences
ACL (11)
EMNLP (8)
NIPS (3)
AAAI (2)
COLING (1)
ECCV (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
large language model
(6)
document retrieval
(4)
reinforcement learning
(3)
text generation
(2)
end-to-end learning
(2)
domain adaptation
(2)
language model
(2)
semantic search
(2)
knowledge graph embedding
(2)
model compression
(2)
link prediction
(2)
low-rank adaptation
(2)
sentence embedding
(2)
in-context learning
(2)
knowledge distillation
(2)
parameter-efficient fine-tuning
(2)
transfer learning
(2)
self-supervised learning
(1)
direct preference optimization
(1)
multi-task learning
(1)
Papers
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory
ACL 2026
GeAR: Generation Augmented Retrieval
ACL 2025
Context-DPO: Aligning Language Models for Context-Faithfulness
ACL 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning
EMNLP 2025
ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
EMNLP 2025
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval
EMNLP 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
EMNLP 2025
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
AAAI 2025
Calibrating LLM-Based Evaluator
COLING 2024
Text Diffusion with Reinforced Conditioning
AAAI 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024
Se2: Sequential Example Selection for In-Context Learning
ACL 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption
ACL 2024
IRGen: Generative Modeling for Image Retrieval
ECCV 2024
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
NIPS 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
EMNLP 2023
Auto Search Indexer for End-to-End Document Retrieval
EMNLP 2023
Model-enhanced Vector Index
NIPS 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model
EMNLP 2023
Pre-training Language Model as a Multi-perspective Course Learner
ACL 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation
ACL 2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion
ACL 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
ACL 2023
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching
ICCV 2023
A Neural Corpus Indexer for Document Retrieval
NIPS 2022
HousE: Knowledge Graph Embedding with Householder Parameterization
ICML 2022