Publications
Conference
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge CIKM 2025
Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias CIKM 2025
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark NAACL 2025
DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras ACM MM 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation ACL (Outstanding paper) 2024
GTA: Gated Toxicity Avoidance for LM Performance Preservation Findings of EMNLP 2023
FPAdaMetric: False-positive-aware Adaptive Metric Learning for Session-based Recommendation AAAI 2022
Self-Supervised Multimodal Opinion Summarization ACL 2021
CITIES: Contextual Inference of Tail-item Embeddings for Sequential Recommendation ICDM 2020
MeLU: Meta-Learned User Preference Estimator for Cold-start Recommendation KDD 2019
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning AAAI 2018
Gradable Adjective Embedding for Commonsense Knowledge PAKDD 2017
Event Grounding from Multimodal Social Network Fusion ICDM 2016
Hybrid Entity Clustering using crowds and data VLDB 2013
Efficient Dual-Resolution Layer Indexing for Top-k Queries ICDE 2012
Journal
AI-Driven Quantitative Review of Mobility–Stability Trade-off in Oxide Semiconductors Nano Convergence 2026
Machine learning-based prediction of aerodynamic performance in arformoterol-lactose dry powder inhaler formulations using surface roughness features International Journal of Pharmaceutics 2025
Data Augmentation for Improving Convergence Speed in Federated Sequential Recommendation System IEEE Access 2025
Exploring the Side-information Fusion for Sequential Recommendation IEEE Access 2025
Cross-Modal Dynamic Transfer Learning for Multimodal Emotion Recognition IEEE Access 2024
Multimodal KB Harvesting for Emerging Spatial Entities TKDE 2017
Toward Scalable Indexing for Top-k Queries TKDE 2013
Miscellaneous
Multi-intent-aware Session-based Recommendation SIGIR (Short) 2024
Outlier-aware Cross-Market Product Recommendation BigComp (Short) 2023
DeMuSA: Demo for Multimodal Sentiment Analysis ICME (Demo) 2022
Towards Proper Contrastive Self-supervised Learning Strategies for Music Audio Representation ICME 2022
One-Step Pixel-Level Perturbation-Based Saliency Detector BMVC 2021
SQuAD2-CR: Semi-supervised Annotation for Cause and Rationales for Unanswerability in SQuAD 2.0 LREC 2020
PREFER: PREdiction Model for Financial Entity Relation FEIII Workshop 2018
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning LREC 2018
Understanding Relations using Concepts and Semantics FEIII Workshop 2017
ECO: Entity-level Captioning in Context ASONAM 2016
Skill Ontology-based Model for Quality Assurance in Crowdsourcing DASFAA Workshop 2014