← Authors

Sheng Li

148 papers · 2002–2026 · 19 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (26) 🌍 Conference Polyglot (19) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (23) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (20) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (21) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Grand Slam πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (14) πŸ’Ž Century Club (147) πŸ—ƒοΈ Keyword Collector (65) ❓ The Questioner

Conferences

ACL (21) INTERSPEECH (20) AAAI (16) IJCAI (16) COLING (12) CVPR (11) IJCNLP (10) ICLR (8) EMNLP (6) CONLL (6) NIPS (5) ICCV (4) ICML (3) ECCV (2) NAACL (2) SEMEVAL (2) WACV (2) AUTOML (1) MICCAI (1)

Top co-authors

Ting Liu (21) Tiejun Zhao (11) Muyun Yang (11) Yun Fu (10) Hisashi Kawai (10) Min Zhang (9) Handong Zhao (9) Xugang Lu (9) Zhenxing Qian (9) Mengxuan Hu (9)

Research topics

Privacy (1)

Keywords

large language model (8) representation learning (8) convolutional neural network (7) causal inference (7) automatic speech recognition (7) domain adaptation (6) graph neural network (6) transfer learning (6) attention mechanism (5) adversarial learning (4) deep neural network (4) model compression (4) end-to-end model (3) knowledge distillation (3) copyright protection (3) speech-to-text translation (3) diffusion model (3) question answering (3) multimodal learning (3) feature extraction (3)

Papers

Doubly Robust Causal Estimation Under Multi-View Network Interference (Student Abstract) AAAI 2026
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025
Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025
Generative Error Correction for Emotion-aware Speech-to-text Translation ACL 2025
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety ICML 2025
Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025
CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025
Subspace Constraint and Contribution Estimation for Heterogeneous Federated Learning CVPR 2025
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing ICML 2025
Unified Dense Prediction of Video Diffusion CVPR 2025
UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025
Embedding Robust Watermarking into Pattern to Protect the Copyright of Ceramic Artifacts AAAI 2025
Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal AAAI 2025
Physical Marker: Revealing Invisible Hyperlinks Hidden in Printed Trademarks AAAI 2025
Trustworthy AI Meets Educational Assessment: Challenges and Opportunities AAAI 2025
Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025
Watermarking One for All: A Robust Watermarking Scheme Against Partial Image Theft CVPR 2025
Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations MICCAI 2025
Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety CVPR 2025
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users EMNLP 2025
MoFRR: Mixture of Diffusion Models for Face Retouching Restoration ICCV 2025
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning ICLR 2025
Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data ICLR 2025
Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses INTERSPEECH 2024
Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction AAAI 2024
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract) AAAI 2024
Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection NIPS 2024
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search AUTOML 2024
Purified and Unified Steganographic Network CVPR 2024
Generalizing to Unseen Domains via Text-guided Augmentation ECCV 2024
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs ICML 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024
Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024
Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning ICLR 2024
SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing ICLR 2023
More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023
Steganography of Steganographic Networks AAAI 2023
Towards Speech Dialogue Translation Mediating Speakers of Different Languages ACL 2023
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention ACL 2023
The Kyoto Speech-to-Speech Translation System for IWSLT 2023 ACL 2023
Dialogue State Tracking with Sparse Local Slot Attention ACL 2023
pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting IJCAI 2023
Graph-based Semi-supervised Local Clustering with Few Labeled Nodes IJCAI 2023
Fair Attribute Completion on Graph with Missing Attributes ICLR 2023
Better Generative Replay for Continual Federated Learning ICLR 2023
Progressive Mix-Up for Few-Shot Supervised Multi-Source Domain Transfer ICLR 2023
DRAW: Defending Camera-shooted RAW Against Image Manipulation ICCV 2023
TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023
Frame Flexible Network CVPR 2023
Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling COLING 2022
Global Signal-to-noise Ratio Estimation Based on Multi-subband Processing Using Convolutional Neural Network INTERSPEECH 2022
Fusion of Self-supervised Learned Models for MOS Prediction INTERSPEECH 2022
Patch Diffusion: A General Module for Face Manipulation Detection AAAI 2022
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection INTERSPEECH 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Leveraging Simultaneous Translation for Enhancing Transcription of Low-resource Language via Cross Attention Mechanism INTERSPEECH 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition INTERSPEECH 2022
AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition IJCAI 2022
Monaural Speech Enhancement Based on Spectrogram Decomposition for Convolutional Neural Network-sensitive Feature Extraction INTERSPEECH 2022
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022
CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization ICLR 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
Searching for Fast Model Families on Datacenter Accelerators CVPR 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers IJCNLP 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
End-to-End Speech Separation Using Orthogonal Representation in Complex and Real Time-Frequency Domain INTERSPEECH 2021
Correlative Channel-Aware Fusion for Multi-View Time Series Classification AAAI 2021
An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model INTERSPEECH 2021
Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription INTERSPEECH 2020
A Survey on Representation Learning for User Modeling IJCAI 2020
Singing Voice Extraction with Attention-Based Spectrograms Fusion INTERSPEECH 2020
Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition WACV 2020
Fast Spatio-Temporal Residual Network for Video Super-Resolution CVPR 2019
SADIH: Semantic-Aware DIscrete Hashing AAAI 2019
MMFace: A Multi-Metric Regression Network for Unconstrained Face Reconstruction CVPR 2019
Scene Graph Generation With External Knowledge and Image Reconstruction CVPR 2019
End-to-End Articulatory Attribute Modeling for Low-Resource Multilingual Speech Recognition INTERSPEECH 2019
Self-attentive Biaffine Dependency Parsing IJCAI 2019
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning IJCAI 2019
On the Estimation of Treatment Effect with Text Covariates IJCAI 2019
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks IJCAI 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection INTERSPEECH 2019
Investigating Radical-Based End-to-End Speech Recognition Systems for Chinese Dialects and Japanese INTERSPEECH 2019
Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation ECCV 2018
Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification INTERSPEECH 2018
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks INTERSPEECH 2018
A Review on Deep Learning Techniques Applied to Answer Selection COLING 2018
Temporal Attentive Pooling for Acoustic Event Detection INTERSPEECH 2018
Representation Learning for Treatment Effect Estimation from Observational Data NIPS 2018
A Simple End-to-End Question Answering Model for Product Information ACL 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NIPS 2017
From Ensemble Clustering to Multi-View Clustering IJCAI 2017
Conditional Generative Adversarial Nets Classifier for Spoken Language Identification INTERSPEECH 2017
SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing CONLL 2016
Matching via Dimensionality Reduction for Estimation of Treatment Effects in Digital Marketing Campaigns IJCAI 2016
Learning Robust Representations for Data Analytics IJCAI 2016
SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing CONLL 2016
Cross-View Projective Dictionary Learning for Person Re-Identification IJCAI 2015
Hierarchical Recurrent Neural Network for Document Modeling EMNLP 2015
The SoNLP-DP System in the CoNLL-2015 shared Task CONLL 2015
Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015
Deep Linear Coding for Fast Graph Clustering IJCAI 2015
A Hierarchical Semantics-Aware Distributional Similarity Scheme IJCNLP 2013
Repairing Incorrect Translation with Examples IJCNLP 2013
Microblog Entity Linking by Leveraging Extra Posts EMNLP 2013
Low-Rank Coding with b-Matching Constraint for Semi-Supervised Classification IJCAI 2013
Fusion of Word and Letter Based Metrics for Automatic MT Evaluation IJCAI 2013
Reordering with Source Language Collocations ACL 2011
A Graph-based Method for Entity Linking IJCNLP 2011
Harvesting Related Entities with a Search Engine IJCNLP 2011
Reexamination on Potential for Personalization in Web Search COLING 2010
All in Strings: a Powerful String-based Automatic MT Evaluation Metric with Multiple Granularities COLING 2010
Utilizing Variability of Time and Term Content, within and across Users in Session Detection COLING 2010
Bridging Topic Modeling and Personalized Search COLING 2010
Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation COLING 2010
Improving Statistical Machine Translation with Monolingual Collocation ACL 2010
HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation SEMEVAL 2010
Application-driven Statistical Paraphrase Generation IJCNLP 2009
A Statistical Machine Translation Model Based on a Synthetic Synchronous Grammar ACL 2009
Application-driven Statistical Paraphrase Generation ACL 2009
Collocation Extraction Using Monolingual Word Alignment Method EMNLP 2009
A Statistical Machine Translation Model Based on a Synthetic Synchronous Grammar IJCNLP 2009
An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming ACL 2008
A Tree Sequence Alignment-based Tree-to-Tree Translation Model ACL 2008
Combining Multiple Resources to Improve SMT-based Paraphrasing Model ACL 2008
Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora ACL 2008
Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling IJCNLP 2008
A Cascaded Syntactic and Semantic Dependency Parsing System CONLL 2008
Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation COLING 2008
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification ACL 2007
HIT: Web based Scoring Method for English Lexical Substitution SEMEVAL 2007
An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation COLING 2006
A Hybrid Convolution Tree Kernel for Semantic Role Labeling COLING 2006
Dependency Parsing Based on Dynamic Local Optimization CONLL 2006
A Hybrid Convolution Tree Kernel for Semantic Role Labeling ACL 2006
An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation ACL 2006
Semantic Role Labeling System Using Maximum Entropy Classifier CONLL 2005
Automated Generalization of Phrasal Paraphrases from the Web IJCNLP 2005
A Hybrid Chinese Language Model based on a Combination of Ontology with Statistical Method IJCNLP 2005
Learning Chinese Bracketing Knowledge Based on a Bilingual Language Model COLING 2002
An Automatic Evaluation Method for Localization Oriented Lexicalised EBMT System COLING 2002