Tianyu Zheng
11 papers · 2024–2026 · 6 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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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (10)
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Natural Language Processing
(7)
Machine Learning
(6)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
large language model
(6)
vision-language model
(3)
benchmark evaluation
(3)
chain-of-thought reasoning
(2)
visual question answering
(2)
visual reasoning
(2)
multimodal understanding
(2)
instruction tuning
(2)
music generation
(2)
multimodal reasoning
(2)
multimodal large language model
(2)
code generation
(1)
knowledge distillation
(1)
knowledge graph question answering
(1)
image captioning
(1)
direct preference optimization
(1)
transfer learning
(1)
multimodal learning
(1)
knowledge graph
(1)
data annotation
(1)
Papers
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
EACL 2026
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
NAACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation
ACL 2025
LIME: Less Is More for MLLM Evaluation
ACL 2025
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
ACL 2025
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
ACL 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces
COLING 2024
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
ACL 2024