Weihong Zhong
16 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
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Core AI
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Deep Learning
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Natural Language Processing
(9)
Machine Learning
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Learning Types Β· Deep Learning
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Learning Types Β· Machine Learning
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Optimization & Theory
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Computer Vision
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Applications
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Keywords
large language model
(8)
hallucination mitigation
(4)
vision-language model
(4)
knowledge distillation
(3)
length extrapolation
(2)
positional encoding
(2)
attention mechanism
(2)
multimodal learning
(1)
language modeling
(1)
image generation
(1)
text generation
(1)
preference optimization
(1)
question answering
(1)
video understanding
(1)
video captioning
(1)
cross-modal representation
(1)
machine unlearning
(1)
in-context learning
(1)
importance sampling
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multimodal interaction
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Papers
Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
AAAI 2026
MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
ACL 2026
Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
ACL 2026
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
ACL 2025
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective
AAAI 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
ACL 2025
Length Controlled Generation for Black-box LLMs
ACL 2025
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
COLING 2025
Advancing Large Language Model Attribution through Self-Improving
EMNLP 2024
Discrete Modeling via Boundary Conditional Diffusion Processes
NeurIPS 2024
Extending Context Window of Large Language Models from a Distributional Perspective
EMNLP 2024
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
ACL 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models
ACL 2024
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
EMNLP 2024
Controllable Text Generation via Probability Density Estimation in the Latent Space
ACL 2023
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training
AAAI 2023