Xiaqiang Tang
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
⭐
Rising Star
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
retrieval-augmented generation
(3)
faithfulness hallucination
(2)
multi-armed bandit
(2)
exploration-exploitation tradeoff
(1)
knowledge graph
(1)
state space model
(1)
recurrent neural network
(1)
benchmark dataset
(1)
pipeline parallelism
(1)
non-stationary environment
(1)
hallucination detection
(1)
linear attention
(1)
linear rnn
(1)
faithfulness evaluation
(1)
adaptive retrieval
(1)
attention distribution
(1)
cognitive statement
(1)
large language model
(1)
infinite context length
(1)
real-time adaptation
(1)
Papers
REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models
AAAI 2026
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
AAAI 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models
ACL 2025
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity
COLING 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters
AAAI 2025