Tianqi Zheng
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
Conferences
EMNLP (3)
ACL (2)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
large language model
(4)
retrieval-augmented generation
(4)
natural language inference
(1)
text generation
(1)
information retrieval
(1)
multimodal learning
(1)
privacy preservation
(1)
robust learning
(1)
black-box attack
(1)
language model
(1)
synthetic datum
(1)
vision-language model
(1)
privacy risk
(1)
privacy vulnerability
(1)
gated mechanism
(1)
sensitive information
(1)
user personalization
(1)
semantic retrieval
(1)
data generation
(1)
context compression
(1)
Papers
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
ACL 2026
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
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation
EMNLP 2025
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset
EMNLP 2024