Publications

Preprints

LLM KV Cache Eviction Method
Under review, 2026
LLM Homogenization
Under review, 2026

Publications

Harbor Adapters and Harbor-Index: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation
NeurIPS 2026 (E&D)
PDF
PGMem: Tightly Coupled Persona-Memory Graph for Lifelong Personalized Agents
EMNLP 2026
LLMs Learn Better In-Context from Rules than from Examples
EMNLP 2026
Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams
KDD 2026
RExBench: Can coding agents autonomously implement AI research extensions?
ACL 2026
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists
EMNLP 2025·Nominated for Outstanding Paper Award
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models
NAACL 2025 (Industry Track)
PDF
DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training
Knowledge-Based Systems 2024 (IF = 8.8) and KnowledgeNLP@KDD 2023
PDF
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information
Engineering Applications of Artificial Intelligence 2024 (IF = 8.0)
LAnoBERT: System log anomaly detection based on BERT masked language model
Applied Soft Computing 2023 (IF = 8.7)
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances
SereTOD@EMNLP 2022
PDF
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking
ACL 2022
PDF
Drone Surveillance System Considering Dynamic POIs
JKIIE, 2019
PDF