Zhiqi Huang
31 papers · 2020–2026 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (65) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(16)
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Conference Pioneer
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Keyword Collector
(145)
Venues
Top co-authors
Research topics
Artificial Intelligence
(20)
Machine Learning
(19)
Natural Language Processing
(19)
Core AI
(16)
Applications
(15)
Learning Types Β· Machine Learning
(10)
Resources & Methods
(9)
Application Areas
(8)
Deep Learning
(7)
Learning Paradigms
(6)
Speech & Audio
(5)
Core Methods
(5)
Recognition
(5)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Keywords
spoken language understanding
(10)
slot filling
(4)
multimodal learning
(4)
automatic speech recognition
(4)
intent detection
(4)
zero-shot learning
(3)
contrastive learning
(3)
uncertainty quantification
(3)
intent classification
(3)
optimal transport
(3)
attention mechanism
(3)
large language model
(3)
knowledge distillation
(3)
multi-view learning
(2)
retrieval-augmented generation
(2)
transfer learning
(2)
visual question answering
(2)
model compression
(2)
task-oriented dialogue
(2)
neural network
(2)
Papers
BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering
AAAI 2026
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
ACL 2026
An Automatic Method to Estimate Correctness of RAG
COLING 2025
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
EMNLP 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
CVPR 2025
Distillation versus Contrastive Learning: How to Train Your Rerankers
IJCNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics
COLING 2024
Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
ACL 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
EMNLP 2024
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment
COLING 2024
Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic
COLING 2024
Language Concept Erasure for Language-invariant Dense Retrieval
EMNLP 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
ACL 2024
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
MICCAI 2024
Optimizing Large-Scale Context Retrieval for End-to-End ASR
Interspeech 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
ACL 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling
COLING 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study
COLING 2024
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence
EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding
EMNLP 2023
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning
Interspeech 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention
EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
ACL 2023
MTL-SLT: Multi-Task Learning for Spoken Language Tasks
ACL 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention
IJCAI 2022
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention
AAAI 2021
GhostBERT: Generate More Features with Cheap Operations for BERT
ACL 2021
DynaBERT: Dynamic BERT with Adaptive Width and Depth
NeurIPS 2020
Federated Learning for Spoken Language Understanding
COLING 2020