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