AI Weekly Seminar@KIND

The AI Weekly Seminar@KIND is a weekly seminar held every Friday, open to everyone interested in cutting-edge AI and machine learning research. Presenters may cover trendy topics in AI/ML, including agentic AI, large language models, retrieval-augmented generation, reasoning, and more, as well as domain-specialized research such as social network analysis, personalization, and natural disaster informatics. We welcome participants not only from within the KIND Lab but from any group or background who share a passion for advancing AI research.

πŸ• Snacks and food will be provided from time to time!


Location

In-person: Boyd 815
Online: Online Meeting Link


Schedule

Date Time Presenter Paper
2026-08-28 3:30–5:30 PM PST Yifan Zhang On/Off Policy Distillation for LLM Post-Training
2026-08-21 3:30–5:30 PM PST Jiaxi Li From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization
2026-08-14 3:30–5:30 PM PST Zhisheng Qi Semantic-guided Diverse Decoding for LLM
2026-08-07 3:30–5:30 PM PST β€” Skipped due to transition to UGA
2026-07-31 3:30–5:30 PM PST β€” Skipped due to transition to UGA
2026-07-24 3:30–5:30 PM PST Jiaxi Li Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
2026-07-17 3:30–5:30 PM PST Li Zhu When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories
2026-07-10 3:30–5:30 PM PST Zhisheng Qi CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery
2026-07-03 3:30–5:30 PM PST Jiaxi Li Scaling Long-Horizon LLM Agent via Context-Folding
2026-06-26 3:30–5:30 PM PST Li Zhu GRADE: Graph Representation of LLM Agent Dependency and Execution
2026-06-19 3:30–5:30 PM PST Zhisheng Qi Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
2026-06-12 3:30–5:30 PM PST Jiaxi Li Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval
2026-06-05 3:30–5:30 PM PST Li Zhu Agentic Confidence Calibration
2026-05-29 3:30–5:30 PM PST Zhisheng Qi ParamMem: Augmenting Language Agents with Parametric Reflective Memory
2026-05-22 3:30–5:30 PM PST Utkarsh Sahu Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
2026-05-15 3:30–5:30 PM PST Zhisheng Qi Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
2026-04-04 3:30–5:30 PM PST Yu Wang Agentic Harness Engineering for Research
2026-03-28 3:30–5:30 PM PST Utkarsh Sahu Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
2026-03-28 3:30–5:30 PM PST Zhisheng Qi Generalizable End-to-End Tool-Use RL with Synthetic CodeGym
2026-03-20 3:30–5:30 PM PST Utkarsh Sahu MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems
2026-03-20 3:30–5:30 PM PST Zhisheng Qi LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
2026-03-13 3:30–5:30 PM PST β€” No meeting β€” Yu and Utkarsh are at a meeting in DC
2026-03-06 3:30–5:30 PM PST Zhisheng Qi Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
2026-03-06 3:30–5:30 PM PST Utkarsh Sahu Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
2026-02-27 3:30–5:30 PM PST β€” Skipped (whole group at conference)
2026-02-20 3:30–5:30 PM PST Zhisheng Qi Security and Privacy-Preserving Retrieval-Augmented Generation
2026-02-20 3:30–5:30 PM PST Utkarsh Sahu Agentic RAG for Social Networks and Personalization
2026-02-13 3:30–5:30 PM PST Zhisheng Qi Defending Against Knowledge Poisoning Attacks in RAG
2026-02-13 3:30–5:30 PM PST Utkarsh Sahu General Introduction to OpenClaw and Moltbook