Jintian Zhang
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
AAAI (1)
Top co-authors
Keywords
large language model
(4)
entity linking
(1)
text generation
(1)
information retrieval
(1)
code generation
(1)
efficient inference
(1)
world model
(1)
memory optimization
(1)
inference efficiency
(1)
context window
(1)
data analysis
(1)
llm agent
(1)
open-source model
(1)
token reduction
(1)
social behavior
(1)
social psychology
(1)
multi-agent system
(1)
reasoning compression
(1)
strategic planning
(1)
thought compression
(1)
Papers
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
Can We Predict Before Executing Machine Learning Agents?
ACL 2026
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
ACL 2024
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
EMNLP 2024