← Authors

Siliang Tang

73 papers · 2015–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (10) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🀝 Dynamic Duo (47) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution πŸ† Keyword Champion ⚑ Prolific Year (10) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (304) πŸ’Ž Century Club (72) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter

Conferences

ACL (10) AAAI (9) CVPR (9) EMNLP (9) ICCV (9) ICML (9) IJCAI (7) NIPS (4) IJCNLP (2) NAACL (2) AISTATS (1) COLING (1) ICLR (1)

Top co-authors

Yueting Zhuang (47) Juncheng Li (32) Wenqiao Zhang (16) Fei Wu (15) Kaihang Pan (12) Qifan Yu (9) Minghe Gao (8) Tat-Seng Chua (8) Xiang Ren (7) Hanwang Zhang (7)

Keywords

multimodal large language model (8) large language model (6) multimodal learning (5) distant supervision (5) relation extraction (5) multi-instance learning (4) reinforcement learning (4) graph neural network (4) few-shot learning (4) language model (4) entity linking (3) question answering (3) scene graph (3) representation learning (3) vision-language model (3) adversarial training (2) active learning (2) fine-grained classification (2) domain generalization (2) image generation (2)

Papers

Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea CVPR 2025
On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities ICML 2025
Meta-Reflection: A Feedback-Free Reflection Learning Framework ACL 2025
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025
ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration ACL 2025
Choice is what matters after Attention AISTATS 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025
STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens CVPR 2025
Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark ICML 2025
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ICML 2025
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
Efficient Tuning and Inference for Large Language Models on Textual Graphs IJCAI 2024
T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text ACL 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data CVPR 2024
Bridging Local Details and Global Context in Text-Attributed Graphs EMNLP 2024
Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance AAAI 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ICML 2024
Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models ICML 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023
KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction AAAI 2023
SkillQG: Learning to Generate Question for Reading Comprehension Assessment ACL 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels ICCV 2023
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World ICCV 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023
Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile ICML 2022
Fine-Grained Semantically Aligned Vision-Language Pre-Training NIPS 2022
Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction EMNLP 2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals AAAI 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022
Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022
Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance EMNLP 2022
Feeding What You Need by Understanding What You Learned ACL 2022
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 2021
Learning to Generate Visual Questions with Noisy Supervision NIPS 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021
Disentangled Motif-aware Graph Learning for Phrase Grounding AAAI 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021
Rethinking the Bottom-Up Framework for Query-Based Video Localization AAAI 2020
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description IJCAI 2020
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training IJCAI 2020
Neural-DINF: A Neural Network based Framework for Measuring Document Influence ACL 2020
Learning Dynamic Context Augmentation for Global Entity Linking IJCNLP 2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering NAACL 2019
Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019
Learning Dynamic Context Augmentation for Global Entity Linking EMNLP 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019
KCAT: A Knowledge-Constraint Typing Annotation Tool ACL 2019
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach IJCAI 2015