Tianqi Zheng
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
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Prolific Year · Productive
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Applications
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Security & Privacy
(1)
Optimization & Theory
(1)
Keywords
large language model
(5)
retrieval-augmented generation
(4)
representation learning
(2)
natural language inference
(1)
text generation
(1)
information retrieval
(1)
multimodal learning
(1)
privacy preservation
(1)
model editing
(1)
robust learning
(1)
black-box attack
(1)
language model
(1)
synthetic data
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
privacy risk
(1)
privacy vulnerability
(1)
gated mechanism
(1)
sensitive information
(1)
user personalization
(1)
Papers
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
ACL 2026
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation
EMNLP 2025
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data
EMNLP 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
ACL 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset
EMNLP 2024