Tian Lan

51 papers · 2010–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (15) 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (15) 👥 Mega-Team (23) 🏆 Grand Slam 🏆 Keyword Champion 👑 Triple Crown 🗃️ Keyword Collector (247) ⚡ Prolific Year (9) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (50) 🔥 Unstoppable (6)

Conferences

NIPS (11) ACL (7) AAAI (6) EMNLP (5) ICLR (4) CVPR (3) ICCV (2) INTERSPEECH (2) JMLR (2) NAACL (2) ACML (1) COLING (1) CONLL (1) CORL (1) ICML (1) IJCAI (1) L4DC (1)

Top co-authors

Silvio Savarese (9) Huan Wang (9) Caiming Xiong (8) Xian-Ling Mao (7) Shelby Heinecke (6) ZUXIN LIU (6) Heyan Huang (6) Thai Hoang (5) Weiran Yao (5) Greg Mori (5)

Keywords

large language model (10) multi-agent reinforcement learning (7) language model (6) reinforcement learning (5) text generation (5) multi-agent system (4) attention mechanism (4) unsupervised learning (3) llm agent (2) evaluation benchmark (2) bias evaluation (2) representation learning (2) transformer architecture (2) agent system (2) latent variable (2) inverse reinforcement learning (2) neural text generation (2) skill discovery (2) natural language processing (2) diffusion model (2)

Papers

WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026

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

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

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025

You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025

Attention Consistency for LLMs Explanation EMNLP 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

Training Language Models to Critique With Multi-agent Feedback EMNLP 2025

Variational Offline Multi-agent Skill Discovery IJCAI 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

F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025

A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025

SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025

Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data ICLR 2024

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024

APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NIPS 2024

CriticEval: Evaluating Large-scale Language Model as Critic 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

Multi-level Relational Learning with Synergistic Graphs for Multivariate Time Series Forecasting ACML 2024

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CONLL 2024

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent EMNLP 2024

Merlion: End-to-End Machine Learning for Time Series JMLR 2023

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective NIPS 2023

Copy is All You Need ICLR 2023

A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process NIPS 2023

Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction NIPS 2023

Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023

A Contrastive Framework for Neural Text Generation NIPS 2022

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022

Efficient Video Instance Segmentation via Tracklet Query and Proposal CVPR 2022

Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NIPS 2022

PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NIPS 2022

Cross-Lingual Phrase Retrieval ACL 2022

WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022

Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection INTERSPEECH 2021

ISTIC’s Triangular Machine Translation System for WMT2021 EMNLP 2021

Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement INTERSPEECH 2021

TNT: Target-driven Trajectory Prediction CORL 2020

Action Recognition by Hierarchical Mid-Level Action Elements ICCV 2015

Learning Class-to-Image Distance with Object Matchings CVPR 2013

Latent Maximum Margin Clustering NIPS 2013

From Subcategories to Visual Composites: A Multi-level Framework for Object Detection ICCV 2013

A Max-Margin Riffled Independence Model for Image Tag Ranking CVPR 2013

Beyond Actions: Discriminative Models for Contextual Group Activities NIPS 2010