Tianyi Ma
16 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon (6) π Cross-Pollinator (11) π Renaissance Researcher (7) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(8)
β‘
Prolific Year
(10)
π
Century Club
(12)
β
The Questioner
Conferences
ACL (7)
EMNLP (2)
ICML (2)
CVPR (1)
ICLR (1)
IJCAI (1)
NAACL (1)
WACV (1)
Top co-authors
Keywords
large language model
(5)
graph neural network
(4)
question answering
(3)
prompt learning
(2)
knowledge graph
(2)
domain adaptation
(2)
domain generalization
(2)
contrastive learning
(2)
vision-language navigation
(2)
scene understanding
(1)
prompt-based learning
(1)
text generation
(1)
embodied ai
(1)
natural language understanding
(1)
few-shot learning
(1)
monte carlo tree search
(1)
knowledge distillation
(1)
emotion detection
(1)
class imbalance
(1)
model editing
(1)
Papers
Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification
ACL 2026
Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry
ACL 2026
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
ACL 2026
Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents
ACL 2026
PsyScam: A Benchmark for Psychological Techniques in Real-World Scams
EMNLP 2025
Satisficing Regret Minimization in Bandits
ICLR 2025
Beyond Message Passing: Neural Graph Pattern Machine
ICML 2025
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
ACL 2025
Can LLMs Convert Graphs to Text-Attributed Graphs?
NAACL 2025
Disentangle Source and Target Knowledge for Continual Test-Time Adaptation
WACV 2025
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
ICML 2025
RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering
ACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection
ACL 2025
Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
EMNLP 2025
ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification
CVPR 2023
Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices
IJCAI 2019