Tian Lan

Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning ACL 2026 PUPPET: Neural-Symbolic Standardized Patients for Mental Health ACL 2026 MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation ACL 2026 WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026 Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry ACL 2026 Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ACL 2026 HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application ACL 2026 CEDAR: A Chinese Evaluation Dataset for Computational Argumentation ACL 2026 Attention Consistency for LLMs Explanation EMNLP 2025 Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025 LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025 GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025 You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025 xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025 Hybrid Modeling of Heterogeneous Human Teams for Collaborative Decision Processes L4DC 2025 Variational Offline Multi-agent Skill Discovery IJCAI 2025 F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Block-Attention for Efficient Prefilling ICLR 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 Text2Data: Low-Resource Data Generation with Textual Control AAAI 2025 SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025 McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ACL 2025 CriticEval: Evaluating Large-scale Language Model as Critic NIPS 2024 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NIPS 2024 RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning AAAI 2024 ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024 Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data ICLR 2024 Multi-level Relational Learning with Synergistic Graphs for Multivariate Time Series Forecasting ACML 2024 PRACT: Optimizing Principled Reasoning and Acting of LLM Agent EMNLP 2024 RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024 PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CONLL 2024 Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective NIPS 2023 Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction NIPS 2023 A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process NIPS 2023 Copy is All You Need ICLR 2023 Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NIPS 2022 Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NIPS 2022 A Contrastive Framework for Neural Text Generation NIPS 2022 WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022 Efficient Video Instance Segmentation via Tracklet Query and Proposal CVPR 2022 TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022 Cross-Lingual Phrase Retrieval ACL 2022 Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement INTERSPEECH 2021 ISTIC’s Triangular Machine Translation System for WMT2021 EMNLP 2021 Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection INTERSPEECH 2021 TNT: Target-driven Trajectory Prediction CORL 2020 Action Recognition by Hierarchical Mid-Level Action Elements ICCV 2015 From Subcategories to Visual Composites: A Multi-level Framework for Object Detection ICCV 2013 Latent Maximum Margin Clustering NIPS 2013 A Max-Margin Riffled Independence Model for Image Tag Ranking CVPR 2013 Learning Class-to-Image Distance with Object Matchings CVPR 2013 Beyond Actions: Discriminative Models for Contextual Group Activities NIPS 2010