Xing Ma
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Generation
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
task-oriented dialogue
(2)
reinforcement learning
(2)
anomaly detection
(1)
curriculum learning
(1)
preference learning
(1)
knowledge representation
(1)
code generation
(1)
computational efficiency
(1)
reinforcement learning from human feedback
(1)
event detection
(1)
adaptive computation
(1)
reward model
(1)
policy alignment
(1)
out-of-domain generalization
(1)
attention kernel
(1)
cuda kernel
(1)
intermediate representation
(1)
memory network
(1)
intent recognition
(1)
Papers
CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels
ACL 2026
PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling
ACL 2026
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy
EMNLP 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
EMNLP 2025
Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue
ACL 2023
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue
Interspeech 2022