talks

selected talks, seminars, and conference presentations.

2026

Jul 2026
OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention
2026 POMS China International Conference Xi'an, China Conference Presentation
Conference dates: July 17-20, 2026.
Paper Website
Jul 2026
Towards Fine-Grained Supervision for Operations Research Language Models
IFORS 2026 Vienna, Austria Invited Talk
Invited session: Leverage LLM for Operations Research: Formulation and Solution.
Paper Website Conference
Jul 2026
模型之外的智能：LLM Agent 的外部化范式
2026 中国 AI 智能体大会 (AgenticAICon 2026) Hangzhou, China Invited Talk
Conference dates: July 2-3, 2026.
Paper Website Media
May 2026
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
NICE AI Talk Online Seminar
Paper YouTube Bilibili 机器之心
May 2026
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
上海交通大学 3A 校友会博士论坛 (SJTU 3A Alumni Association Doctoral Forum) Online Seminar
Doctoral Forum No. 39.
Paper Website Bilibili OpenReview Code Model
Apr 2026
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
ICLR 2026 Rio de Janeiro, Brazil Poster
ICLR 2026 is held April 23-27, 2026.
Paper Website OpenReview Code Model
Jan 2026
Auto-Formulating Dynamic Programming Problems with Large Language Models
POMS-HK 2026 Shenzhen, China Conference Presentation
Session F24: Data Analytics.
Slides Paper Website SSRN Program

2025

Aug 2025
Auto-Formulating Dynamic Programming Problems with Large Language Models
中国运筹学会第一届青年学术大会 (ORSC 1st Youth Academic Conference) Taiyuan, China Theme Forum Talk
Theme Forum TM26: 大模型和运筹优化协同创新研究与应用.
Slides Paper SSRN Program
May 2025
Auto-Formulating Dynamic Programming Problems with Large Language Models
MOS 2025 (15th National Conference on Mathematical Optimization) Shanghai, China Special Session Talk
Session B6: Optimization and Large Models.
Slides Paper SSRN Program

2024

May 2024
ARTEMIS: Detecting Airdrop Hunters in NFT Markets with a Graph Learning System
WWW 2024 Singapore, Singapore Oral Presentation
Paper Website Data/Code