Jintian Zhang

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ❓ The Questioner (2)

Venues

ACL (2) EMNLP (2) AAAI (1)

Top co-authors

Ningyu Zhang (5) Huajun Chen (4) Lun Du (3) Yujie Luo (3) YUQI ZHU (2) Mengshu Sun (2) Shuofei Qiao (2) Da Zheng (2) Lei Liang (1) Bryan Hooi (1)

Research topics

Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Generation (2) Resources & Methods (2) Deep Learning (1) Machine Learning (1) Application Areas (1) Applications (1) Optimization & Theory (1)

Keywords

large language model (4) text generation (1) information retrieval (1) code generation (1) efficient inference (1) world model (1) memory optimization (1) inference efficiency (1) retrieval-augmented generation (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

Can We Predict Before Executing Machine Learning Agents? ACL 2026 Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study AAAI 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