← Authors

Yi Liu

117 papers · 2007–2026 · 15 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (15) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (18) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🏠 Conference Loyalist (21) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (11) πŸ‘₯ Mega-Team (35) πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (5) ❓ The Questioner (2) πŸ’Ž Century Club (106) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (482)

Conferences

AAAI (22) ACL (21) EMNLP (12) CVPR (10) COLING (8) INTERSPEECH (8) NIPS (8) ICLR (6) ICML (6) ICCV (5) IJCAI (4) NAACL (4) ECCV (1) JMLR (1) MICCAI (1)

Top co-authors

Zhendong Mao (11) Xu Sun (8) Quan Wang (7) Shuiwang Ji (6) Wei Hu (6) Linglong Kong (6) Yang Liu (5) Shicheng Li (5) Xiangyu Liu (5) Liang He (5)

Research topics

Differential Privacy (4) Statistics (1) Probability (1) Optimization & Theory (1)

Keywords

large language model (18) graph neural network (9) multimodal learning (7) attention mechanism (6) representation learning (6) text generation (5) diffusion model (5) speaker verification (4) feature extraction (4) video understanding (4) neural network (4) jailbreak attack (4) adversarial learning (4) knowledge distillation (4) self-supervised learning (3) sentiment analysis (3) reinforcement learning (3) contrastive learning (3) differential privacy (3) image restoration (3)

Papers

In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026
FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations AAAI 2026
Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model AAAI 2026
DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior AAAI 2026
Finding Time Series Anomalies Using Granular-Ball Vector Data Description AAAI 2026
Who Should I Trust? Explicit Confidence-Focused Multimodal Intent Recognition AAAI 2026
ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders AAAI 2026
STEAMROLLER: A Multi-Agent System for Inclusive Automatic Speech Recognition for People Who Stutter AAAI 2026
AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026
Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026
Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models AAAI 2026
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis AAAI 2025
CALM: Curiosity-Driven Auditing for Large Language Models AAAI 2025
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways CVPR 2025
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space CVPR 2025
Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025
VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios EMNLP 2025
TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability NAACL 2025
Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025
Anatomy-Guided Multimodal Graph Networks for Alzheimer’s Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures MICCAI 2025
Mitigating Biases in Language Models via Bias Unlearning EMNLP 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025
ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025
Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025
Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025
RL-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models ACL 2025
RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation ICML 2025
On-the-fly Preference Alignment via Principle-Guided Decoding ICLR 2025
Template3D-AD: Point Cloud Template Matching Method Based on Center Points for 3D Anomaly Detection IJCAI 2025
Controllable Protein Sequence Generation with LLM Preference Optimization AAAI 2025
Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation COLING 2025
Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction COLING 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model ICLR 2025
Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators ICLR 2025
CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025
CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation ICCV 2025
SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025
Exploring Enhanced Contextual Information for Video-Level Object Tracking AAAI 2025
LIRE: listwise reward enhancement for preference alignment ACL 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing AAAI 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024
Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024
TempCompass: Do Video LLMs Really Understand Videos? ACL 2024
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation COLING 2024
Visual-Linguistic Dependency Encoding for Image-Text Retrieval COLING 2024
Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM COLING 2024
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024
Tactile-Augmented Radiance Fields CVPR 2024
DETRs Beat YOLOs on Real-time Object Detection CVPR 2024
CAMixerSR: Only Details Need More "Attention" CVPR 2024
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models ECCV 2024
Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions EMNLP 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization EMNLP 2024
Task Oriented In-Domain Data Augmentation EMNLP 2024
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs EMNLP 2024
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement EMNLP 2024
Neural Field Classifiers via Target Encoding and Classification Loss ICLR 2024
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy ICML 2024
Multi-Source Conformal Inference Under Distribution Shift ICML 2024
A Small and Fast BERT for Chinese Medical Punctuation Restoration INTERSPEECH 2024
TISE: A Tripartite In-context Selection Method for Event Argument Extraction NAACL 2024
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Learning Hierarchical Protein Representations via Complete 3D Graph Networks ICLR 2023
Lightweight Image Super-Resolution with Superpixel Token Interaction ICCV 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
Gaussian Differential Privacy on Riemannian Manifolds NIPS 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection CVPR 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation ACL 2023
Semi-Offline Reinforcement Learning for Optimized Text Generation ICML 2023
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction ICML 2023
Multimodal Sarcasm Target Identification in Tweets ACL 2022
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs NIPS 2022
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning NIPS 2022
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire INTERSPEECH 2022
Spherical Message Passing for 3D Molecular Graphs ICLR 2022
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation NIPS 2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization EMNLP 2022
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction COLING 2022
Periodic Graph Transformers for Crystal Material Property Prediction NIPS 2022
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy NIPS 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation ICCV 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
Damped Anderson Mixing for Deep Reinforcement Learning: Acceleration, Convergence, and Stabilization NIPS 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models EMNLP 2021
Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020
Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation IJCAI 2020
THUEE System for NIST SRE19 CTS Challenge INTERSPEECH 2020
The Effect of Language Dominance on the Selective Attention of Segments and Tones in Urdu-Cantonese Speakers INTERSPEECH 2020
Large Margin Softmax Loss for Speaker Verification INTERSPEECH 2019
Employing Deep Part-Object Relationships for Salient Object Detection ICCV 2019
A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification AAAI 2019
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018
Speaker Embedding Extraction with Phonetic Information INTERSPEECH 2018
Multi-glance Reading Model for Text Understanding ACL 2018
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network ACL 2018
Teaching Compositionality to CNNs CVPR 2017
THU-EE System Description for NIST LRE 2015 INTERSPEECH 2016
Investigating Various Diarization Algorithms for Speaker in the Wild (SITW) Speaker Recognition Challenge INTERSPEECH 2016
Clustering Sentences with Density Peaks for Multi-document Summarization NAACL 2015
Translating Queries into Snippets for Improved Query Expansion COLING 2008
Statistical Machine Translation for Query Expansion in Answer Retrieval ACL 2007
Automated Vocabulary Acquisition and Interpretation in Multimodal Conversational Systems ACL 2007