Xiang Huang
14 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(7)
Natural Language Processing
(7)
Machine Learning
(6)
Models
(6)
Applications
(5)
Computer Vision
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Processing
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Resources & Methods
(2)
Keywords
knowledge base question answering
(3)
semantic parsing
(3)
large language model
(3)
multi-hop reasoning
(2)
partial differential equation
(2)
in-context learning
(2)
physics-informed neural network
(2)
variational inference
(1)
manifold learning
(1)
contrastive learning
(1)
direct preference optimization
(1)
question decomposition
(1)
natural language generation
(1)
question answering
(1)
preference learning
(1)
few-shot learning
(1)
instruction following
(1)
autonomous driving
(1)
semantic representation
(1)
information bottleneck
(1)
Papers
Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
ACL 2026
Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLMβs Theory of Mind in Egocentric Videos
AAAI 2026
CLIP-RestoreX: Restore Image Structure and Perception in Exposure Correction
AAAI 2025
DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception
WACV 2025
Reverse Preference Optimization for Complex Instruction Following
ACL 2025
Structural Entropy Guided Probabilistic Coding
AAAI 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
ACL 2025
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
ACL 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction
ACL 2024
MarkQA: A large scale KBQA dataset with numerical reasoning
EMNLP 2023
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
AAAI 2023
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source
IJCAI 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
NeurIPS 2022
PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor Images
CVPR 2022