Tianyu Zheng
11 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
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ACL (6)
COLING (1)
CVPR (1)
EACL (1)
ICLR (1)
NAACL (1)
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Keywords
large language model
(5)
benchmark evaluation
(3)
vision-language model
(3)
visual reasoning
(2)
multimodal large language model
(2)
instruction tuning
(2)
multimodal reasoning
(2)
multimodal understanding
(2)
visual question answering
(2)
chain-of-thought reasoning
(2)
knowledge distillation
(1)
knowledge graph question answering
(1)
code generation
(1)
image captioning
(1)
direct preference optimization
(1)
transfer learning
(1)
multimodal learning
(1)
knowledge graph
(1)
data annotation
(1)
state representation
(1)
Papers
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
EACL 2026
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
ACL 2025
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
ACL 2025
LIME: Less Is More for MLLM Evaluation
ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Modelβs Reasoning Path Aggregation
ACL 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
NAACL 2025
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
ACL 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces
COLING 2024