Jiale Liu
12 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
💎
Century Club
(10)
❓
The Questioner
Conferences
ICML (3)
AAAI (2)
ACL (2)
EMNLP (2)
ICLR (2)
EACL (1)
Top co-authors
Keywords
multimodal learning
(2)
transformer architecture
(1)
link prediction
(1)
uncertainty modeling
(1)
visual question answering
(1)
iterative refinement
(1)
node classification
(1)
vision-language model
(1)
positional encoding
(1)
retrieval-augmented generation
(1)
robustness evaluation
(1)
spatial reasoning
(1)
multimodal reasoning
(1)
image-text alignment
(1)
generative optimization
(1)
scalable optimization
(1)
signed graph
(1)
agent system
(1)
link sign prediction
(1)
llm agent
(1)
Papers
TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems
ACL 2026
Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling
AAAI 2026
Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs
EACL 2026
One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models
ACL 2026
Self-Explainable Graph Transformer for Link Sign Prediction
AAAI 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement
EMNLP 2025
Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents
EMNLP 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
ICML 2025
Offline Training of Language Model Agents with Functions as Learnable Weights
ICML 2024
Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints
ICML 2024
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
ICLR 2024
Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning
ICLR 2023