Xiaomeng Hu
8 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Generation · Natural Language Processing
(3)
Resources & Methods
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Applications
(1)
Generation · Computer Vision
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
large language model
(7)
safety alignment
(2)
jailbreak attack
(2)
video generation
(1)
knowledge transfer
(1)
in-context learning
(1)
text generation
(1)
question generation
(1)
model adaptation
(1)
instruction tuning
(1)
adversarial attack
(1)
autoregressive model
(1)
adversarial defense
(1)
language model
(1)
vision-language model
(1)
cycle consistency
(1)
parameter-efficient tuning
(1)
adversarial prompt
(1)
retrieval-augmented generation
(1)
reasoning model
(1)
Papers
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
CVPR 2026
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models
ACL 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
EMNLP 2025
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
EMNLP 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
AAAI 2025
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
EMNLP 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
NeurIPS 2024
RADAR: Robust AI-Text Detection via Adversarial Learning
NeurIPS 2023