Tiejun Ma
Professor
Researches financial computing and risk modelling, including prediction markets and machine learning on financial news flow.
Tiejun Ma's lab at Edinburgh works in Data Mining & Analytics. 15 papers since 2023, 5 at top venues, mostly Findings of EMNLP and KDD.
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 33%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 3 papers2026 · T1 2 · collecting
- 4 papers2025 · T1 2
- 4 papers2024 · T1 1
- 4 papers2023 · T1 0
T1 venuesOtherVenues: Findings of EMNLP, KDD, CIKM, ICLR
Research focuspaper titles that use each topic's words
- financial3 papers
- prediction2 papers
- risk1 paper
- flow0 papers
- markets0 papers
Paper list
From DBLP.
20263 papers
- KDD (T1)Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? (opens in a new tab)
- ACM Trans. Inf. Syst.Learn to Rank Risky Investors: A Case Study of Predicting Retail Traders' Behaviour and Profitability (opens in a new tab)
- ICLR (T1)Spectral Attention Steering for Prompt Highlighting (opens in a new tab)
20254 papers
- Findings of EMNLPFinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval (opens in a new tab)
- Findings of EMNLPOne More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning (opens in a new tab)
- KDD (T1)Pre-training Time Series Models with Stock Data Customization (opens in a new tab)
- KDD (T1)TSPRank: Bridging Pairwise and Listwise Methods with a Bilinear Travelling Salesman Model (opens in a new tab)
20244 papers
- HCIInvestigation of the Impact of a Passive Shoulder Exoskeleton on the Shoulder Range of Motion: A Preliminary Study (opens in a new tab)
- CIKM (T1)MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction (opens in a new tab)
- Findings of EMNLPModeling News Interactions and Influence for Financial Market Prediction (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Parallel Byzantine Consensus Based on Hierarchical Architecture and Trusted Hardware (opens in a new tab)
20234 papers
- SensorsAcute Effects of Carbon Fiber Insole on Three Aspects of Sports Performance, Lower Extremity Muscle Activity, and Subjective Comfort (opens in a new tab)
- IEEE J. Biomed. Health InformaticsData Augmentation to Address Various Rotation Errors of Wearable Sensors for Robust Pre-impact Fall Detection (opens in a new tab)
- Eur. J. Oper. Res.Optimal scenario-dependent multivariate shortfall risk measure and its application in risk capital allocation (opens in a new tab)
- IEEE Trans. ComputersParBFT: An Optimized Byzantine Consensus Parallelism Scheme (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to EdinburghFall 2027
Not announced yet
Informatics PhD
- Round
- Rolling (funding consideration)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- none
Not yet confirmed for this intake.
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.