Yang Xiang
48 papers · 2012–2026 · 17 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (17) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Academic Marathon (13)
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Academic Marathon
(13)
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Cross-Pollinator
(11)
π
Renaissance Researcher
(10)
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Grand Slam
π§¬
Topic Evolution
ποΈ
Keyword Collector
(211)
π₯
Unstoppable
(5)
β‘
Prolific Year
(9)
π
Century Club
(42)
π
Trend Setter
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Conference Pioneer
Conferences
ACL (10)
EMNLP (9)
AAAI (6)
NIPS (3)
IJCAI (3)
CONLL (2)
COLING (2)
MIDL (2)
AISTATS (2)
PGM (2)
ICLR (1)
ICML (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
SEMEVAL (1)
WACV (1)
Top co-authors
Research topics
Keywords
large language model
(9)
machine translation
(7)
multilingual nlp
(3)
attention mechanism
(3)
language model
(2)
translation quality
(2)
multimodal large language model
(2)
named entity recognition
(2)
bayesian network
(2)
low-resource language
(2)
self-supervised learning
(2)
vision-language model
(2)
hallucination mitigation
(2)
biomedical text
(2)
model compression
(2)
knowledge distillation
(2)
entity linking
(2)
diffusion model
(2)
chain-of-thought reasoning
(2)
function approximation
(1)
Papers
TweezeEdit: Consistent and Efficient Image Editing with Path Regularization
AAAI 2026
TWINFUZZ: Dual-Model Fuzzing for Robustness Generalization in Deep Learning
AAAI 2026
REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation
ACL 2026
The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
AAAI 2026
When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning
ACL 2026
CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation
AAAI 2026
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
ACL 2025
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
EMNLP 2025
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
EMNLP 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
ACL 2025
Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
ACL 2025
LLM-based Translation Inference with Iterative Bilingual Understanding
ACL 2025
ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation
ACL 2025
ElasticLaneNet: An Efficient Geometry-Flexible Lane Detection Framework
WACV 2025
A Survey on the Feedback Mechanism of LLM-based AI Agents
IJCAI 2025
Learn Singularly Perturbed Solutions via Homotopy Dynamics
ICML 2025
Beware of Calibration Data for Pruning Large Language Models
ICLR 2025
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
EMNLP 2025
DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms
ACL 2024
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
NIPS 2024
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
NIPS 2024
FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions
AAAI 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
AAAI 2024
Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
ACL 2024
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model
AISTATS 2024
Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models
COLING 2024
Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
EMNLP 2024
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision
MIDL 2023
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
NIPS 2023
CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation
EMNLP 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles
AISTATS 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation
EMNLP 2023
Improving Low-resource Question Answering by Augmenting Question Information
EMNLP 2023
Controllable Contrastive Generation for Multilingual Biomedical Entity Linking
EMNLP 2023
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation
EMNLP 2022
Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking
IJCAI 2022
Regularizing Brain Age Prediction via Gated Knowledge Distillation
MIDL 2022
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text
ACL 2020
An NMF-HMM Speech Enhancement Method Based on Kullback-Leibler Divergence
INTERSPEECH 2020
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese
NAACL 2019
A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model
IJCAI 2019
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models
PGM 2018
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF
COLING 2016
Compressing Bayes Net CPTs with Persistent Leaky Causes
PGM 2016
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge
SEMEVAL 2015
A Hybrid Model For Grammatical Error Correction
CONLL 2013
Grammatical Error Correction Using Feature Selection and Confidence Tuning
IJCNLP 2013
A Mixed Deterministic Model for Coreference Resolution
CONLL 2012