Heli Qi
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Mega-Team · Squad
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The Questioner
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Research topics
Keywords
semi-supervised learning
(2)
classification benchmarks
(1)
unified benchmark
(1)
domain adaptation
(1)
uncertainty quantification
(1)
multilingual nlp
(1)
data augmentation
(1)
multimodal learning
(1)
confidence calibration
(1)
automatic speech recognition
(1)
low-resource language
(1)
pre-trained model
(1)
vision-language model
(1)
unlabeled data
(1)
verbalized uncertainty
(1)
consistency training
(1)
reinforcement learning fine-tuning
(1)
large language model
(1)
cross-lingual reasoning
(1)
tool-use agent
(1)
Papers
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
ACL 2026
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models
EMNLP 2025
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model
ECCV 2024
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing
Interspeech 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification
NeurIPS 2022