Paper 'FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design' accepted by IEEE Transactions on Big Data (July 2025).
Paper 'INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent' accepted by ACL 2025 Main Conference (May 2025).
Two papers accepted at NeurIPS 2024: 'FinBen' and 'Fincon'.
Preprint 'Truth Neurons' provides strong evidence of 'truth neurons' in LMs (May 2025).
Received 'Top Reviewer' recognition from KDD 2025 Industry Track (May 2025).
Passed Ph.D. Qualifying Exam (January 2025).
Served as reviewer for NeurIPS, ICLR, ICML, ACL, KDD, ECML, etc.
Organized FinNLP-AgentScen workshop at IJCAI 2024 and Agent-based Single Cryptocurrency Trading challenge at COLING 2025.
Served as PC member for FinNLP-FNP-LLMFinLegal at COLI.
Awards: Jefferies Financial Group Fellowship (2022), Provost Fellowship (2022–2026), Outstanding Academic Achievement Award (2021), Graduate Admission Scholarship (2019).