Yi R. Fung
19 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (49) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5)
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Cross-Pollinator
(10)
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Keyword Collector
(74)
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Century Club
(15)
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Prolific Year
(13)
Conferences
ACL (11)
EMNLP (4)
COLING (2)
AAAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(6)
vision-language model
(3)
benchmark evaluation
(3)
text generation
(2)
knowledge overshadowing
(2)
log-linear law
(2)
knowledge boundary
(2)
multimodal large language model
(2)
decoding strategy
(2)
retrieval-augmented generation
(2)
language model
(2)
multimodal learning
(2)
direct preference optimization
(2)
visual reasoning
(2)
reinforcement learning
(2)
hallucination mitigation
(2)
question answering
(2)
supervised fine-tuning
(2)
confidence calibration
(1)
factual knowledge
(1)
Papers
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
ACL 2026
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
ACL 2026
Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning
ACL 2026
CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation
ACL 2026
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
ACL 2025
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward
ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
ACL 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
EMNLP 2025
Letβs Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLMβs Math Capability
EMNLP 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
EMNLP 2025
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
EMNLP 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering
NAACL 2025
Aligning LLMs with Individual Preferences via Interaction
COLING 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
ACL 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL 2025
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks
ACL 2025
ADEPT: A DEbiasing PrompT Framework
AAAI 2023
A Zero-Shot Claim Detection Framework Using Question Answering
COLING 2022