Thien Huu Nguyen

37 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×13 NAACL ×8 EMNLP ×7 AAAI ×5 SIGIR ×2 ICCV ×1 InterSpeech ×1

Frequent coauthors

Linh Ngo Van

×23

Franck Dernoncourt

×11

Nguyen Thi Ngoc Diep

×8

Ryan A. Rossi

×7

Thanh-Thien Le

×7

Sang Dinh

×7

Tung Nguyen

×6

Hieu Man

×5

Viet Dac Lai

×5

Trung Le

×5

Nam Le Hai

×5

Ruiyi Zhang

×4

Papers

CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data
ACL 2026 ·
Zeyu Zhang
,
Kexuan Sun
,
Zheng Tang
,
Jens-S. Vöckler
, Thien Huu Nguyen,
Thuy Vu
Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI
ACL 2026 ·
Hieu Man
,
Van-Cuong Pham
,
Nghia Trung Ngo
,
Franck Dernoncourt
, Thien Huu Nguyen
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
AAAI 2026 ·
Nguyen Tien Phat
,
Ngo Vu Minh
,
Linh Ngo Van
,
Nguyen Thi Ngoc Diep
, Thien Huu Nguyen
Lizard: An Efficient Linearization Framework for Large Language Models
ACL 2026 ·
Chien Van Nguyen
,
Huy Huu Nguyen
,
Ruiyi Zhang
,
Hanieh Deilamsalehy
,
Puneet Mathur
,
Viet Dac Lai
,
Haoliang Wang
,
Jayakumar Subramanian
,
Ryan A. Rossi
,
Trung Bui
,
Nikos Vlassis
,
Franck Dernoncourt
, Thien Huu Nguyen
Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
ACL 2026 ·
Chien Van Nguyen
,
Ryan A. Rossi
,
Linh Ngo Van
,
Franck Dernoncourt
, Thien Huu Nguyen
TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
ACL 2026 ·
Quoc Phong Dao
,
Hoang Son Nguyen
,
Pham Khanh Chi
,
Linh Ngo Van
,
Nguyen Thi Ngoc Diep
, Thien Huu Nguyen,
Trung Le
Towards Fast and Accurate Modeling for Cross-Lingual Label Projection
ACL 2026 ·
Thang Le
,
Huy Huu Nguyen
,
Anh Tuan Luu
,
Thamar Solorio
, Thien Huu Nguyen
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
ICCV 2025 ·
Mohamed Elmoghany
,
Ryan A. Rossi
,
Seunghyun Yoon
,
Subhojyoti Mukherjee
,
Eslam Mohamed Bakr
,
Puneet Mathur
,
Gang Wu
,
Viet Dac Lai
,
Nedim Lipka
,
Ruiyi Zhang
,
Varun Manjunatha
,
Chien Nguyen
,
Daksh Dangi
,
Abel Salinas
,
Hongjie Chen
,
Xiaolei Huang
,
Joe Barrow
,
Nesreen K. Ahmed
,
Hoda Eldardiry
,
Namyong Park
,
Yu Wang
,
Zhengzhong Tu
, Thien Huu Nguyen,
Dinesh Manocha
,
Mohamed Elhoseiny
,
Franck Dernoncourt
Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
AAAI 2025 ·
Minh Le
,
Tien Ngoc Luu
,
An Nguyen The
,
Thanh-Thien Le
,
Trang Nguyen
,
Tung Thanh Nguyen
,
Linh Ngo Van
, Thien Huu Nguyen
EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments
EMNLP 2025 ·
Minh-Phuc Truong
,
Hai An Vu
,
Tu Vu
,
Nguyen Thi Ngoc Diep
,
Linh Van Ngo
, Thien Huu Nguyen,
Trung Le
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction
NAACL 2025 ·
Anh Duc Le
,
Nam Le Hai
,
Thanh Xuan Nguyen
,
Linh Ngo Van
,
Nguyen Thi Ngoc Diep
,
Sang Dinh
, Thien Huu Nguyen
Few-Shot, No Problem: Descriptive Continual Relation Extraction
AAAI 2025 ·
Nguyen Xuan Thanh
,
Anh Duc Le
,
Quyen Tran
,
Thanh-Thien Le
,
Linh Ngo Van
, Thien Huu Nguyen
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025 ·
Yu Xia
,
Subhojyoti Mukherjee
,
Zhouhang Xie
,
Junda Wu
,
Xintong Li
,
Ryan Aponte
,
Hanjia Lyu
,
Joe Barrow
,
Hongjie Chen
,
Franck Dernoncourt
,
Branislav Kveton
,
Tong Yu
,
Ruiyi Zhang
,
Jiuxiang Gu
,
Nesreen K. Ahmed
,
Yu Wang
,
Xiang Chen
,
Hanieh Deilamsalehy
,
Sungchul Kim
,
Zhengmian Hu
,
Yue Zhao
,
Nedim Lipka
,
Seunghyun Yoon
,
Ting-Hao 'Kenneth' Huang
,
Zichao Wang
,
Puneet Mathur
,
Soumyabrata Pal
,
Koyel Mukherjee
,
Zhehao Zhang
,
Namyong Park
, Thien Huu Nguyen,
Jiebo Luo
,
Ryan A. Rossi
,
Julian J. McAuley
GUI Agents: A Survey
ACL 2025 ·
Dang Nguyen
,
Jian Chen
,
Yu Wang
,
Gang Wu
,
Namyong Park
,
Zhengmian Hu
,
Hanjia Lyu
,
Junda Wu
,
Ryan Aponte
,
Yu Xia
,
Xintong Li
,
Jing Shi
,
Hongjie Chen
,
Viet Dac Lai
,
Zhouhang Xie
,
Sungchul Kim
,
Ruiyi Zhang
,
Tong Yu
,
Md. Mehrab Tanjim
,
Nesreen K. Ahmed
,
Puneet Mathur
,
Seunghyun Yoon
,
Lina Yao
,
Branislav Kveton
,
Jihyung Kil
, Thien Huu Nguyen,
Trung Bui
,
Tianyi Zhou
,
Ryan A. Rossi
,
Franck Dernoncourt
GloCOM: A Short Text Neural Topic Model via Global Clustering Context
NAACL 2025 ·
Quang Duc Nguyen
,
Tung Nguyen
,
Duc Anh Nguyen
,
Linh Ngo Van
,
Sang Dinh
, Thien Huu Nguyen
HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning
ACL 2025 ·
Hoang Tran Vuong
,
Tue Le
,
Tu Vu
,
Tung Nguyen
,
Linh Ngo Van
,
Sang Dinh
, Thien Huu Nguyen
Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains
NAACL 2025 ·
Toan Ngoc Nguyen
,
Nam Le Hai
,
Nguyen Doan Hieu
,
Dai An Nguyen
,
Linh Ngo Van
, Thien Huu Nguyen,
Sang Dinh
LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models
SIGIR 2025 ·
Hieu Man
,
Nghia Trung Ngo
,
Viet Dac Lai
,
Ryan A. Rossi
,
Franck Dernoncourt
, Thien Huu Nguyen
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
EMNLP 2025 ·
Nguyen Manh Hieu
,
Vu Lam Anh
,
Hung Pham Van
,
Nam Le Hai
,
Ngo Van Linh
,
Nguyen Thi Ngoc Diep
, Thien Huu Nguyen
Massively Multilingual Instruction-Following Information Extraction
ACL 2025 ·
Thang Le
,
Huy Huu Nguyen
,
Anh Tuan Luu
, Thien Huu Nguyen
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
ACL 2025 ·
Thanh Duc Pham
,
Nam Le Hai
,
Linh Ngo Van
,
Nguyen Thi Ngoc Diep
,
Sang Dinh
, Thien Huu Nguyen
Multi-Surrogate-Objective Optimization for Neural Topic Models
EMNLP 2025 ·
Tue Le
,
Hoang Tran Vuong
,
Tung Nguyen
,
Linh Ngo Van
,
Dinh Viet Sang
,
Trung Le
, Thien Huu Nguyen
Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction
NAACL 2025 ·
Nguyen Hoang Anh
,
Quyen Tran
,
Thanh Xuan Nguyen
,
Nguyen Thi Ngoc Diep
,
Linh Ngo Van
, Thien Huu Nguyen,
Trung Le
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
NAACL 2025 ·
Tung Nguyen
,
Tue Le
,
Hoang Tran Vuong
,
Quang Duc Nguyen
,
Duc Anh Nguyen
,
Linh Ngo Van
,
Sang Dinh
, Thien Huu Nguyen
ToVo: Toxicity Taxonomy via Voting
NAACL 2025 ·
Tinh Son Luong
,
Thanh-Thien Le
,
Thang Viet Doan
,
Linh Ngo Van
, Thien Huu Nguyen,
Nguyen Thi Ngoc Diep
Topic Modeling for Short Texts via Optimal Transport-Based Clustering
ACL 2025 ·
Tu Vu
,
Manh Do
,
Tung Nguyen
,
Ngo Van Linh
,
Sang Dinh
, Thien Huu Nguyen
Continual Relation Extraction via Sequential Multi-Task Learning
AAAI 2024 ·
Thanh-Thien Le
,
Manh Nguyen
,
Tung Thanh Nguyen
,
Ngo Van Linh
, Thien Huu Nguyen
Counterfactual Augmentation for Robust Authorship Representation Learning
SIGIR 2024 ·
Hieu Man
, Thien Huu Nguyen
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
InterSpeech 2024 ·
Minh Nguyen
,
Franck Dernoncourt
,
Seunghyun Yoon
,
Hanieh Deilamsalehy
,
Hao Tan
,
Ryan A. Rossi
,
Quan Hung Tran
,
Trung Bui
, Thien Huu Nguyen
Lifelong Event Detection via Optimal Transport
EMNLP 2024 ·
Viet Dao
,
Van-Cuong Pham
,
Quyen Tran
,
Thanh-Thien Le
,
Linh Ngo Van
, Thien Huu Nguyen
MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution
NAACL 2024 ·
Amir Pouran Ben Veyseh
,
Viet Dac Lai
,
Chien Nguyen
,
Franck Dernoncourt
, Thien Huu Nguyen
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models
AAAI 2024 ·
Hieu Man
,
Franck Dernoncourt
, Thien Huu Nguyen
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
EMNLP 2024 ·
Duy-Tung Pham
,
Thien Trang Nguyen Vu
,
Tung Nguyen
,
Linh Ngo Van
,
Duc Anh Nguyen
, Thien Huu Nguyen
Preserving Generalization of Language models in Few-shot Continual Relation Extraction
EMNLP 2024 ·
Quyen Tran
,
Nguyen Xuan Thanh
,
Nguyen Hoang Anh
,
Nam Le Hai
,
Trung Le
,
Linh Van Ngo
, Thien Huu Nguyen
Realistic Evaluation of Toxicity in Large Language Models
ACL 2024 ·
Tinh Son Luong
,
Thanh-Thien Le
,
Linh Ngo Van
, Thien Huu Nguyen
SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning
NAACL 2024 ·
Thanh-Thien Le
,
Viet Dao
,
Linh Nguyen
,
Thi-Nhung Nguyen
,
Linh Ngo Van
, Thien Huu Nguyen
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
EMNLP 2024 ·
Hieu Man
,
Nghia Trung Ngo
,
Franck Dernoncourt
, Thien Huu Nguyen