Zenan Zhou
6 papers · 2025–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) ⭐ Rising Star (6) ❓ The Questioner
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Prolific Year · Productive
Top co-authors
Research topics
Keywords
large language model
(4)
benchmark evaluation
(3)
multi-turn dialogue
(2)
multimodal learning
(1)
instruction following
(1)
instruction tuning
(1)
human feedback
(1)
synthetic data
(1)
vision-language model
(1)
large vision-language model
(1)
vision encoder
(1)
multimodal reasoning
(1)
system message
(1)
constraint violation
(1)
human-ai interaction
(1)
agent system
(1)
dialogue system
(1)
constraint following
(1)
function calling
(1)
test-time scaling
(1)
Papers
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
CVPR 2025
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
ACL 2025
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
ICLR 2025
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback
EMNLP 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
ACL 2025
SysBench: Can LLMs Follow System Message?
ICLR 2025